From 40a3d2f5bd3ac57e075bc23b076c1e5df8436fc8 Mon Sep 17 00:00:00 2001
From: Sidhant Kohli <sidhant.kohli@gmail.com>
Date: Fri, 30 Aug 2024 16:37:07 -0700
Subject: [PATCH] feat: allow configurable retryStrategy (#2010)

Signed-off-by: Sidhant Kohli <sidhant.kohli@gmail.com>
Signed-off-by: Vigith Maurice <vigith@gmail.com>
Co-authored-by: Vigith Maurice <vigith@gmail.com>
---
 api/json-schema/schema.json                   |   33 +
 api/openapi-spec/swagger.json                 |   33 +
 .../numaflow.numaproj.io_monovertices.yaml    |   15 +
 .../full/numaflow.numaproj.io_pipelines.yaml  |   15 +
 .../full/numaflow.numaproj.io_vertices.yaml   |   15 +
 config/install.yaml                           |   45 +
 config/namespace-install.yaml                 |   45 +
 docs/APIs.md                                  |  218 +++
 pkg/apis/numaflow/v1alpha1/const.go           |   24 +
 pkg/apis/numaflow/v1alpha1/generated.pb.go    | 1586 +++++++++++------
 pkg/apis/numaflow/v1alpha1/generated.proto    |   29 +
 .../numaflow/v1alpha1/openapi_generated.go    |   67 +-
 pkg/apis/numaflow/v1alpha1/retry_strategy.go  |  102 ++
 .../numaflow/v1alpha1/retry_strategy_test.go  |  115 ++
 pkg/apis/numaflow/v1alpha1/sink.go            |    3 +
 .../v1alpha1/zz_generated.deepcopy.go         |   53 +
 pkg/metrics/metrics.go                        |   26 +-
 pkg/reconciler/pipeline/validate.go           |   34 +
 pkg/reconciler/pipeline/validate_test.go      |  122 ++
 pkg/sinks/forward/forward.go                  |  238 ++-
 pkg/sinks/forward/options.go                  |   13 -
 rust/Cargo.lock                               |    1 +
 rust/monovertex/Cargo.toml                    |    1 +
 rust/monovertex/src/config.rs                 |  286 ++-
 rust/monovertex/src/forwarder.rs              |  250 ++-
 rust/monovertex/src/metrics.rs                |   24 +-
 rust/numaflow-models/src/models/backoff.rs    |   38 +
 rust/numaflow-models/src/models/mod.rs        |    4 +
 .../src/models/retry_strategy.rs              |   38 +
 rust/numaflow-models/src/models/sink.rs       |    3 +
 30 files changed, 2752 insertions(+), 724 deletions(-)
 create mode 100644 pkg/apis/numaflow/v1alpha1/retry_strategy.go
 create mode 100644 pkg/apis/numaflow/v1alpha1/retry_strategy_test.go
 create mode 100644 rust/numaflow-models/src/models/backoff.rs
 create mode 100644 rust/numaflow-models/src/models/retry_strategy.rs

diff --git a/api/json-schema/schema.json b/api/json-schema/schema.json
index 584220c245..496b6a963f 100644
--- a/api/json-schema/schema.json
+++ b/api/json-schema/schema.json
@@ -17808,6 +17808,21 @@
       },
       "type": "object"
     },
+    "io.numaproj.numaflow.v1alpha1.Backoff": {
+      "description": "Backoff defines parameters used to systematically configure the retry strategy.",
+      "properties": {
+        "interval": {
+          "$ref": "#/definitions/io.k8s.apimachinery.pkg.apis.meta.v1.Duration",
+          "description": "Interval sets the delay to wait before retry, after a failure occurs."
+        },
+        "steps": {
+          "description": "Steps defines the number of times to try writing to a sink including retries",
+          "format": "int64",
+          "type": "integer"
+        }
+      },
+      "type": "object"
+    },
     "io.numaproj.numaflow.v1alpha1.BasicAuth": {
       "description": "BasicAuth represents the basic authentication approach which contains a user name and a password.",
       "properties": {
@@ -19752,6 +19767,20 @@
       },
       "type": "object"
     },
+    "io.numaproj.numaflow.v1alpha1.RetryStrategy": {
+      "description": "RetryStrategy struct encapsulates the settings for retrying operations in the event of failures. It includes a BackOff strategy to manage the timing of retries and defines the action to take upon failure.",
+      "properties": {
+        "backoff": {
+          "$ref": "#/definitions/io.numaproj.numaflow.v1alpha1.Backoff",
+          "description": "BackOff specifies the parameters for the backoff strategy, controlling how delays between retries should increase."
+        },
+        "onFailure": {
+          "description": "OnFailure specifies the action to take when a retry fails. The default action is to retry.",
+          "type": "string"
+        }
+      },
+      "type": "object"
+    },
     "io.numaproj.numaflow.v1alpha1.SASL": {
       "properties": {
         "gssapi": {
@@ -20064,6 +20093,10 @@
           "$ref": "#/definitions/io.numaproj.numaflow.v1alpha1.Log",
           "description": "Log sink is used to write the data to the log."
         },
+        "retryStrategy": {
+          "$ref": "#/definitions/io.numaproj.numaflow.v1alpha1.RetryStrategy",
+          "description": "RetryStrategy struct encapsulates the settings for retrying operations in the event of failures."
+        },
         "udsink": {
           "$ref": "#/definitions/io.numaproj.numaflow.v1alpha1.UDSink",
           "description": "UDSink sink is used to write the data to the user-defined sink."
diff --git a/api/openapi-spec/swagger.json b/api/openapi-spec/swagger.json
index a326712b6c..41d81a0efb 100644
--- a/api/openapi-spec/swagger.json
+++ b/api/openapi-spec/swagger.json
@@ -17812,6 +17812,21 @@
         }
       }
     },
+    "io.numaproj.numaflow.v1alpha1.Backoff": {
+      "description": "Backoff defines parameters used to systematically configure the retry strategy.",
+      "type": "object",
+      "properties": {
+        "interval": {
+          "description": "Interval sets the delay to wait before retry, after a failure occurs.",
+          "$ref": "#/definitions/io.k8s.apimachinery.pkg.apis.meta.v1.Duration"
+        },
+        "steps": {
+          "description": "Steps defines the number of times to try writing to a sink including retries",
+          "type": "integer",
+          "format": "int64"
+        }
+      }
+    },
     "io.numaproj.numaflow.v1alpha1.BasicAuth": {
       "description": "BasicAuth represents the basic authentication approach which contains a user name and a password.",
       "type": "object",
@@ -19738,6 +19753,20 @@
         }
       }
     },
+    "io.numaproj.numaflow.v1alpha1.RetryStrategy": {
+      "description": "RetryStrategy struct encapsulates the settings for retrying operations in the event of failures. It includes a BackOff strategy to manage the timing of retries and defines the action to take upon failure.",
+      "type": "object",
+      "properties": {
+        "backoff": {
+          "description": "BackOff specifies the parameters for the backoff strategy, controlling how delays between retries should increase.",
+          "$ref": "#/definitions/io.numaproj.numaflow.v1alpha1.Backoff"
+        },
+        "onFailure": {
+          "description": "OnFailure specifies the action to take when a retry fails. The default action is to retry.",
+          "type": "string"
+        }
+      }
+    },
     "io.numaproj.numaflow.v1alpha1.SASL": {
       "type": "object",
       "required": [
@@ -20051,6 +20080,10 @@
           "description": "Log sink is used to write the data to the log.",
           "$ref": "#/definitions/io.numaproj.numaflow.v1alpha1.Log"
         },
+        "retryStrategy": {
+          "description": "RetryStrategy struct encapsulates the settings for retrying operations in the event of failures.",
+          "$ref": "#/definitions/io.numaproj.numaflow.v1alpha1.RetryStrategy"
+        },
         "udsink": {
           "description": "UDSink sink is used to write the data to the user-defined sink.",
           "$ref": "#/definitions/io.numaproj.numaflow.v1alpha1.UDSink"
diff --git a/config/base/crds/full/numaflow.numaproj.io_monovertices.yaml b/config/base/crds/full/numaflow.numaproj.io_monovertices.yaml
index d456bbb249..c07e927f5b 100644
--- a/config/base/crds/full/numaflow.numaproj.io_monovertices.yaml
+++ b/config/base/crds/full/numaflow.numaproj.io_monovertices.yaml
@@ -3615,6 +3615,21 @@ spec:
                     type: object
                   log:
                     type: object
+                  retryStrategy:
+                    properties:
+                      backoff:
+                        properties:
+                          interval:
+                            default: 1ms
+                            type: string
+                          steps:
+                            format: int32
+                            type: integer
+                        type: object
+                      onFailure:
+                        default: retry
+                        type: string
+                    type: object
                   udsink:
                     properties:
                       container:
diff --git a/config/base/crds/full/numaflow.numaproj.io_pipelines.yaml b/config/base/crds/full/numaflow.numaproj.io_pipelines.yaml
index 070ba0b033..4ddc954f61 100644
--- a/config/base/crds/full/numaflow.numaproj.io_pipelines.yaml
+++ b/config/base/crds/full/numaflow.numaproj.io_pipelines.yaml
@@ -7571,6 +7571,21 @@ spec:
                           type: object
                         log:
                           type: object
+                        retryStrategy:
+                          properties:
+                            backoff:
+                              properties:
+                                interval:
+                                  default: 1ms
+                                  type: string
+                                steps:
+                                  format: int32
+                                  type: integer
+                              type: object
+                            onFailure:
+                              default: retry
+                              type: string
+                          type: object
                         udsink:
                           properties:
                             container:
diff --git a/config/base/crds/full/numaflow.numaproj.io_vertices.yaml b/config/base/crds/full/numaflow.numaproj.io_vertices.yaml
index 7973694b88..8f0d150360 100644
--- a/config/base/crds/full/numaflow.numaproj.io_vertices.yaml
+++ b/config/base/crds/full/numaflow.numaproj.io_vertices.yaml
@@ -3158,6 +3158,21 @@ spec:
                     type: object
                   log:
                     type: object
+                  retryStrategy:
+                    properties:
+                      backoff:
+                        properties:
+                          interval:
+                            default: 1ms
+                            type: string
+                          steps:
+                            format: int32
+                            type: integer
+                        type: object
+                      onFailure:
+                        default: retry
+                        type: string
+                    type: object
                   udsink:
                     properties:
                       container:
diff --git a/config/install.yaml b/config/install.yaml
index a648c1413e..d2e76c26b3 100644
--- a/config/install.yaml
+++ b/config/install.yaml
@@ -6259,6 +6259,21 @@ spec:
                     type: object
                   log:
                     type: object
+                  retryStrategy:
+                    properties:
+                      backoff:
+                        properties:
+                          interval:
+                            default: 1ms
+                            type: string
+                          steps:
+                            format: int32
+                            type: integer
+                        type: object
+                      onFailure:
+                        default: retry
+                        type: string
+                    type: object
                   udsink:
                     properties:
                       container:
@@ -15799,6 +15814,21 @@ spec:
                           type: object
                         log:
                           type: object
+                        retryStrategy:
+                          properties:
+                            backoff:
+                              properties:
+                                interval:
+                                  default: 1ms
+                                  type: string
+                                steps:
+                                  format: int32
+                                  type: integer
+                              type: object
+                            onFailure:
+                              default: retry
+                              type: string
+                          type: object
                         udsink:
                           properties:
                             container:
@@ -21243,6 +21273,21 @@ spec:
                     type: object
                   log:
                     type: object
+                  retryStrategy:
+                    properties:
+                      backoff:
+                        properties:
+                          interval:
+                            default: 1ms
+                            type: string
+                          steps:
+                            format: int32
+                            type: integer
+                        type: object
+                      onFailure:
+                        default: retry
+                        type: string
+                    type: object
                   udsink:
                     properties:
                       container:
diff --git a/config/namespace-install.yaml b/config/namespace-install.yaml
index a922d0f7c5..13afdb3228 100644
--- a/config/namespace-install.yaml
+++ b/config/namespace-install.yaml
@@ -6259,6 +6259,21 @@ spec:
                     type: object
                   log:
                     type: object
+                  retryStrategy:
+                    properties:
+                      backoff:
+                        properties:
+                          interval:
+                            default: 1ms
+                            type: string
+                          steps:
+                            format: int32
+                            type: integer
+                        type: object
+                      onFailure:
+                        default: retry
+                        type: string
+                    type: object
                   udsink:
                     properties:
                       container:
@@ -15799,6 +15814,21 @@ spec:
                           type: object
                         log:
                           type: object
+                        retryStrategy:
+                          properties:
+                            backoff:
+                              properties:
+                                interval:
+                                  default: 1ms
+                                  type: string
+                                steps:
+                                  format: int32
+                                  type: integer
+                              type: object
+                            onFailure:
+                              default: retry
+                              type: string
+                          type: object
                         udsink:
                           properties:
                             container:
@@ -21243,6 +21273,21 @@ spec:
                     type: object
                   log:
                     type: object
+                  retryStrategy:
+                    properties:
+                      backoff:
+                        properties:
+                          interval:
+                            default: 1ms
+                            type: string
+                          steps:
+                            format: int32
+                            type: integer
+                        type: object
+                      onFailure:
+                        default: retry
+                        type: string
+                    type: object
                   udsink:
                     properties:
                       container:
diff --git a/docs/APIs.md b/docs/APIs.md
index b5ba81450d..3e631f3870 100644
--- a/docs/APIs.md
+++ b/docs/APIs.md
@@ -908,6 +908,94 @@ needs to add “Authorization: Bearer <token>” in the header
 
 </table>
 
+<h3 id="numaflow.numaproj.io/v1alpha1.Backoff">
+
+Backoff
+</h3>
+
+<p>
+
+(<em>Appears on:</em>
+<a href="#numaflow.numaproj.io/v1alpha1.RetryStrategy">RetryStrategy</a>)
+</p>
+
+<p>
+
+<p>
+
+Backoff defines parameters used to systematically configure the retry
+strategy.
+</p>
+
+</p>
+
+<table>
+
+<thead>
+
+<tr>
+
+<th>
+
+Field
+</th>
+
+<th>
+
+Description
+</th>
+
+</tr>
+
+</thead>
+
+<tbody>
+
+<tr>
+
+<td>
+
+<code>interval</code></br> <em>
+<a href="https://pkg.go.dev/k8s.io/apimachinery/pkg/apis/meta/v1#Duration">
+Kubernetes meta/v1.Duration </a> </em>
+</td>
+
+<td>
+
+<em>(Optional)</em>
+<p>
+
+Interval sets the delay to wait before retry, after a failure occurs.
+</p>
+
+</td>
+
+</tr>
+
+<tr>
+
+<td>
+
+<code>steps</code></br> <em> uint32 </em>
+</td>
+
+<td>
+
+<em>(Optional)</em>
+<p>
+
+Steps defines the number of times to try writing to a sink including
+retries
+</p>
+
+</td>
+
+</tr>
+
+</tbody>
+
+</table>
+
 <h3 id="numaflow.numaproj.io/v1alpha1.BasicAuth">
 
 BasicAuth
@@ -6773,6 +6861,23 @@ etc.).
 
 </p>
 
+<h3 id="numaflow.numaproj.io/v1alpha1.OnFailureRetryStrategy">
+
+OnFailureRetryStrategy (<code>string</code> alias)
+</p>
+
+</h3>
+
+<p>
+
+(<em>Appears on:</em>
+<a href="#numaflow.numaproj.io/v1alpha1.RetryStrategy">RetryStrategy</a>)
+</p>
+
+<p>
+
+</p>
+
 <h3 id="numaflow.numaproj.io/v1alpha1.PBQStorage">
 
 PBQStorage
@@ -8126,6 +8231,97 @@ config
 
 </table>
 
+<h3 id="numaflow.numaproj.io/v1alpha1.RetryStrategy">
+
+RetryStrategy
+</h3>
+
+<p>
+
+(<em>Appears on:</em>
+<a href="#numaflow.numaproj.io/v1alpha1.Sink">Sink</a>)
+</p>
+
+<p>
+
+<p>
+
+RetryStrategy struct encapsulates the settings for retrying operations
+in the event of failures. It includes a BackOff strategy to manage the
+timing of retries and defines the action to take upon failure.
+</p>
+
+</p>
+
+<table>
+
+<thead>
+
+<tr>
+
+<th>
+
+Field
+</th>
+
+<th>
+
+Description
+</th>
+
+</tr>
+
+</thead>
+
+<tbody>
+
+<tr>
+
+<td>
+
+<code>backoff</code></br> <em>
+<a href="#numaflow.numaproj.io/v1alpha1.Backoff"> Backoff </a> </em>
+</td>
+
+<td>
+
+<em>(Optional)</em>
+<p>
+
+BackOff specifies the parameters for the backoff strategy, controlling
+how delays between retries should increase.
+</p>
+
+</td>
+
+</tr>
+
+<tr>
+
+<td>
+
+<code>onFailure</code></br> <em>
+<a href="#numaflow.numaproj.io/v1alpha1.OnFailureRetryStrategy">
+OnFailureRetryStrategy </a> </em>
+</td>
+
+<td>
+
+<em>(Optional)</em>
+<p>
+
+OnFailure specifies the action to take when a retry fails. The default
+action is to retry.
+</p>
+
+</td>
+
+</tr>
+
+</tbody>
+
+</table>
+
 <h3 id="numaflow.numaproj.io/v1alpha1.SASL">
 
 SASL
@@ -9318,6 +9514,28 @@ it.
 
 </tr>
 
+<tr>
+
+<td>
+
+<code>retryStrategy</code></br> <em>
+<a href="#numaflow.numaproj.io/v1alpha1.RetryStrategy"> RetryStrategy
+</a> </em>
+</td>
+
+<td>
+
+<em>(Optional)</em>
+<p>
+
+RetryStrategy struct encapsulates the settings for retrying operations
+in the event of failures.
+</p>
+
+</td>
+
+</tr>
+
 </tbody>
 
 </table>
diff --git a/pkg/apis/numaflow/v1alpha1/const.go b/pkg/apis/numaflow/v1alpha1/const.go
index 8677101378..d0e9eb62f0 100644
--- a/pkg/apis/numaflow/v1alpha1/const.go
+++ b/pkg/apis/numaflow/v1alpha1/const.go
@@ -18,6 +18,7 @@ package v1alpha1
 
 import (
 	"fmt"
+	"math"
 	"time"
 )
 
@@ -243,6 +244,29 @@ const (
 
 	// Serving source
 	DefaultServingTTL = 24 * time.Hour
+
+	// Retry Strategy
+
+	// DefaultRetryInterval specifies the default time interval between retry attempts.
+	// This value can be adjusted depending on the specific requirements
+	// for responsiveness and system load considerations.
+	DefaultRetryInterval = 1 * time.Millisecond
+
+	// DefaultRetrySteps is defined to dictate how many times the platform should attempt to retry
+	// a write operation to a sink following a failure. The value is set to math.MaxInt32 - 1,
+	// effectively indicating an almost indefinite number of retries. This large default is chosen
+	// to ensure that the system will try persistently to carry out the operation unless explicitly
+	// configured otherwise. This approach can be useful in environments where loss of data
+	// due to intermittent failures is unacceptable.
+	DefaultRetrySteps = math.MaxInt32 - 1
+
+	// DefaultOnFailureRetryStrategy specifies the strategy to be used when the write to a sink fails and
+	// the retries count specified are exhausted.
+	// Setting this to 'OnFailureRetry' means the system is configured by default
+	// to retry the failed operation until successful completion.
+	// This strategy argues for robustness in operations, aiming
+	// to minimize the chances of data loss or failed deliveries in transient failure scenarios.
+	DefaultOnFailureRetryStrategy = OnFailureRetry
 )
 
 var (
diff --git a/pkg/apis/numaflow/v1alpha1/generated.pb.go b/pkg/apis/numaflow/v1alpha1/generated.pb.go
index 3a29fb484b..3514c89361 100644
--- a/pkg/apis/numaflow/v1alpha1/generated.pb.go
+++ b/pkg/apis/numaflow/v1alpha1/generated.pb.go
@@ -160,10 +160,38 @@ func (m *Authorization) XXX_DiscardUnknown() {
 
 var xxx_messageInfo_Authorization proto.InternalMessageInfo
 
+func (m *Backoff) Reset()      { *m = Backoff{} }
+func (*Backoff) ProtoMessage() {}
+func (*Backoff) Descriptor() ([]byte, []int) {
+	return fileDescriptor_9d0d1b17d3865563, []int{4}
+}
+func (m *Backoff) XXX_Unmarshal(b []byte) error {
+	return m.Unmarshal(b)
+}
+func (m *Backoff) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
+	b = b[:cap(b)]
+	n, err := m.MarshalToSizedBuffer(b)
+	if err != nil {
+		return nil, err
+	}
+	return b[:n], nil
+}
+func (m *Backoff) XXX_Merge(src proto.Message) {
+	xxx_messageInfo_Backoff.Merge(m, src)
+}
+func (m *Backoff) XXX_Size() int {
+	return m.Size()
+}
+func (m *Backoff) XXX_DiscardUnknown() {
+	xxx_messageInfo_Backoff.DiscardUnknown(m)
+}
+
+var xxx_messageInfo_Backoff proto.InternalMessageInfo
+
 func (m *BasicAuth) Reset()      { *m = BasicAuth{} }
 func (*BasicAuth) ProtoMessage() {}
 func (*BasicAuth) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{4}
+	return fileDescriptor_9d0d1b17d3865563, []int{5}
 }
 func (m *BasicAuth) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -191,7 +219,7 @@ var xxx_messageInfo_BasicAuth proto.InternalMessageInfo
 func (m *Blackhole) Reset()      { *m = Blackhole{} }
 func (*Blackhole) ProtoMessage() {}
 func (*Blackhole) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{5}
+	return fileDescriptor_9d0d1b17d3865563, []int{6}
 }
 func (m *Blackhole) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -219,7 +247,7 @@ var xxx_messageInfo_Blackhole proto.InternalMessageInfo
 func (m *BufferServiceConfig) Reset()      { *m = BufferServiceConfig{} }
 func (*BufferServiceConfig) ProtoMessage() {}
 func (*BufferServiceConfig) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{6}
+	return fileDescriptor_9d0d1b17d3865563, []int{7}
 }
 func (m *BufferServiceConfig) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -247,7 +275,7 @@ var xxx_messageInfo_BufferServiceConfig proto.InternalMessageInfo
 func (m *CombinedEdge) Reset()      { *m = CombinedEdge{} }
 func (*CombinedEdge) ProtoMessage() {}
 func (*CombinedEdge) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{7}
+	return fileDescriptor_9d0d1b17d3865563, []int{8}
 }
 func (m *CombinedEdge) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -275,7 +303,7 @@ var xxx_messageInfo_CombinedEdge proto.InternalMessageInfo
 func (m *Container) Reset()      { *m = Container{} }
 func (*Container) ProtoMessage() {}
 func (*Container) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{8}
+	return fileDescriptor_9d0d1b17d3865563, []int{9}
 }
 func (m *Container) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -303,7 +331,7 @@ var xxx_messageInfo_Container proto.InternalMessageInfo
 func (m *ContainerTemplate) Reset()      { *m = ContainerTemplate{} }
 func (*ContainerTemplate) ProtoMessage() {}
 func (*ContainerTemplate) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{9}
+	return fileDescriptor_9d0d1b17d3865563, []int{10}
 }
 func (m *ContainerTemplate) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -331,7 +359,7 @@ var xxx_messageInfo_ContainerTemplate proto.InternalMessageInfo
 func (m *DaemonTemplate) Reset()      { *m = DaemonTemplate{} }
 func (*DaemonTemplate) ProtoMessage() {}
 func (*DaemonTemplate) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{10}
+	return fileDescriptor_9d0d1b17d3865563, []int{11}
 }
 func (m *DaemonTemplate) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -359,7 +387,7 @@ var xxx_messageInfo_DaemonTemplate proto.InternalMessageInfo
 func (m *Edge) Reset()      { *m = Edge{} }
 func (*Edge) ProtoMessage() {}
 func (*Edge) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{11}
+	return fileDescriptor_9d0d1b17d3865563, []int{12}
 }
 func (m *Edge) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -387,7 +415,7 @@ var xxx_messageInfo_Edge proto.InternalMessageInfo
 func (m *FixedWindow) Reset()      { *m = FixedWindow{} }
 func (*FixedWindow) ProtoMessage() {}
 func (*FixedWindow) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{12}
+	return fileDescriptor_9d0d1b17d3865563, []int{13}
 }
 func (m *FixedWindow) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -415,7 +443,7 @@ var xxx_messageInfo_FixedWindow proto.InternalMessageInfo
 func (m *ForwardConditions) Reset()      { *m = ForwardConditions{} }
 func (*ForwardConditions) ProtoMessage() {}
 func (*ForwardConditions) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{13}
+	return fileDescriptor_9d0d1b17d3865563, []int{14}
 }
 func (m *ForwardConditions) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -443,7 +471,7 @@ var xxx_messageInfo_ForwardConditions proto.InternalMessageInfo
 func (m *Function) Reset()      { *m = Function{} }
 func (*Function) ProtoMessage() {}
 func (*Function) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{14}
+	return fileDescriptor_9d0d1b17d3865563, []int{15}
 }
 func (m *Function) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -471,7 +499,7 @@ var xxx_messageInfo_Function proto.InternalMessageInfo
 func (m *GSSAPI) Reset()      { *m = GSSAPI{} }
 func (*GSSAPI) ProtoMessage() {}
 func (*GSSAPI) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{15}
+	return fileDescriptor_9d0d1b17d3865563, []int{16}
 }
 func (m *GSSAPI) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -499,7 +527,7 @@ var xxx_messageInfo_GSSAPI proto.InternalMessageInfo
 func (m *GeneratorSource) Reset()      { *m = GeneratorSource{} }
 func (*GeneratorSource) ProtoMessage() {}
 func (*GeneratorSource) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{16}
+	return fileDescriptor_9d0d1b17d3865563, []int{17}
 }
 func (m *GeneratorSource) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -527,7 +555,7 @@ var xxx_messageInfo_GeneratorSource proto.InternalMessageInfo
 func (m *GetDaemonDeploymentReq) Reset()      { *m = GetDaemonDeploymentReq{} }
 func (*GetDaemonDeploymentReq) ProtoMessage() {}
 func (*GetDaemonDeploymentReq) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{17}
+	return fileDescriptor_9d0d1b17d3865563, []int{18}
 }
 func (m *GetDaemonDeploymentReq) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -555,7 +583,7 @@ var xxx_messageInfo_GetDaemonDeploymentReq proto.InternalMessageInfo
 func (m *GetJetStreamServiceSpecReq) Reset()      { *m = GetJetStreamServiceSpecReq{} }
 func (*GetJetStreamServiceSpecReq) ProtoMessage() {}
 func (*GetJetStreamServiceSpecReq) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{18}
+	return fileDescriptor_9d0d1b17d3865563, []int{19}
 }
 func (m *GetJetStreamServiceSpecReq) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -583,7 +611,7 @@ var xxx_messageInfo_GetJetStreamServiceSpecReq proto.InternalMessageInfo
 func (m *GetJetStreamStatefulSetSpecReq) Reset()      { *m = GetJetStreamStatefulSetSpecReq{} }
 func (*GetJetStreamStatefulSetSpecReq) ProtoMessage() {}
 func (*GetJetStreamStatefulSetSpecReq) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{19}
+	return fileDescriptor_9d0d1b17d3865563, []int{20}
 }
 func (m *GetJetStreamStatefulSetSpecReq) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -611,7 +639,7 @@ var xxx_messageInfo_GetJetStreamStatefulSetSpecReq proto.InternalMessageInfo
 func (m *GetMonoVertexDaemonDeploymentReq) Reset()      { *m = GetMonoVertexDaemonDeploymentReq{} }
 func (*GetMonoVertexDaemonDeploymentReq) ProtoMessage() {}
 func (*GetMonoVertexDaemonDeploymentReq) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{20}
+	return fileDescriptor_9d0d1b17d3865563, []int{21}
 }
 func (m *GetMonoVertexDaemonDeploymentReq) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -639,7 +667,7 @@ var xxx_messageInfo_GetMonoVertexDaemonDeploymentReq proto.InternalMessageInfo
 func (m *GetMonoVertexPodSpecReq) Reset()      { *m = GetMonoVertexPodSpecReq{} }
 func (*GetMonoVertexPodSpecReq) ProtoMessage() {}
 func (*GetMonoVertexPodSpecReq) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{21}
+	return fileDescriptor_9d0d1b17d3865563, []int{22}
 }
 func (m *GetMonoVertexPodSpecReq) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -667,7 +695,7 @@ var xxx_messageInfo_GetMonoVertexPodSpecReq proto.InternalMessageInfo
 func (m *GetRedisServiceSpecReq) Reset()      { *m = GetRedisServiceSpecReq{} }
 func (*GetRedisServiceSpecReq) ProtoMessage() {}
 func (*GetRedisServiceSpecReq) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{22}
+	return fileDescriptor_9d0d1b17d3865563, []int{23}
 }
 func (m *GetRedisServiceSpecReq) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -695,7 +723,7 @@ var xxx_messageInfo_GetRedisServiceSpecReq proto.InternalMessageInfo
 func (m *GetRedisStatefulSetSpecReq) Reset()      { *m = GetRedisStatefulSetSpecReq{} }
 func (*GetRedisStatefulSetSpecReq) ProtoMessage() {}
 func (*GetRedisStatefulSetSpecReq) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{23}
+	return fileDescriptor_9d0d1b17d3865563, []int{24}
 }
 func (m *GetRedisStatefulSetSpecReq) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -723,7 +751,7 @@ var xxx_messageInfo_GetRedisStatefulSetSpecReq proto.InternalMessageInfo
 func (m *GetSideInputDeploymentReq) Reset()      { *m = GetSideInputDeploymentReq{} }
 func (*GetSideInputDeploymentReq) ProtoMessage() {}
 func (*GetSideInputDeploymentReq) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{24}
+	return fileDescriptor_9d0d1b17d3865563, []int{25}
 }
 func (m *GetSideInputDeploymentReq) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -751,7 +779,7 @@ var xxx_messageInfo_GetSideInputDeploymentReq proto.InternalMessageInfo
 func (m *GetVertexPodSpecReq) Reset()      { *m = GetVertexPodSpecReq{} }
 func (*GetVertexPodSpecReq) ProtoMessage() {}
 func (*GetVertexPodSpecReq) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{25}
+	return fileDescriptor_9d0d1b17d3865563, []int{26}
 }
 func (m *GetVertexPodSpecReq) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -779,7 +807,7 @@ var xxx_messageInfo_GetVertexPodSpecReq proto.InternalMessageInfo
 func (m *GroupBy) Reset()      { *m = GroupBy{} }
 func (*GroupBy) ProtoMessage() {}
 func (*GroupBy) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{26}
+	return fileDescriptor_9d0d1b17d3865563, []int{27}
 }
 func (m *GroupBy) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -807,7 +835,7 @@ var xxx_messageInfo_GroupBy proto.InternalMessageInfo
 func (m *HTTPSource) Reset()      { *m = HTTPSource{} }
 func (*HTTPSource) ProtoMessage() {}
 func (*HTTPSource) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{27}
+	return fileDescriptor_9d0d1b17d3865563, []int{28}
 }
 func (m *HTTPSource) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -835,7 +863,7 @@ var xxx_messageInfo_HTTPSource proto.InternalMessageInfo
 func (m *IdleSource) Reset()      { *m = IdleSource{} }
 func (*IdleSource) ProtoMessage() {}
 func (*IdleSource) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{28}
+	return fileDescriptor_9d0d1b17d3865563, []int{29}
 }
 func (m *IdleSource) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -863,7 +891,7 @@ var xxx_messageInfo_IdleSource proto.InternalMessageInfo
 func (m *InterStepBufferService) Reset()      { *m = InterStepBufferService{} }
 func (*InterStepBufferService) ProtoMessage() {}
 func (*InterStepBufferService) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{29}
+	return fileDescriptor_9d0d1b17d3865563, []int{30}
 }
 func (m *InterStepBufferService) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -891,7 +919,7 @@ var xxx_messageInfo_InterStepBufferService proto.InternalMessageInfo
 func (m *InterStepBufferServiceList) Reset()      { *m = InterStepBufferServiceList{} }
 func (*InterStepBufferServiceList) ProtoMessage() {}
 func (*InterStepBufferServiceList) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{30}
+	return fileDescriptor_9d0d1b17d3865563, []int{31}
 }
 func (m *InterStepBufferServiceList) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -919,7 +947,7 @@ var xxx_messageInfo_InterStepBufferServiceList proto.InternalMessageInfo
 func (m *InterStepBufferServiceSpec) Reset()      { *m = InterStepBufferServiceSpec{} }
 func (*InterStepBufferServiceSpec) ProtoMessage() {}
 func (*InterStepBufferServiceSpec) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{31}
+	return fileDescriptor_9d0d1b17d3865563, []int{32}
 }
 func (m *InterStepBufferServiceSpec) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -947,7 +975,7 @@ var xxx_messageInfo_InterStepBufferServiceSpec proto.InternalMessageInfo
 func (m *InterStepBufferServiceStatus) Reset()      { *m = InterStepBufferServiceStatus{} }
 func (*InterStepBufferServiceStatus) ProtoMessage() {}
 func (*InterStepBufferServiceStatus) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{32}
+	return fileDescriptor_9d0d1b17d3865563, []int{33}
 }
 func (m *InterStepBufferServiceStatus) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -975,7 +1003,7 @@ var xxx_messageInfo_InterStepBufferServiceStatus proto.InternalMessageInfo
 func (m *JetStreamBufferService) Reset()      { *m = JetStreamBufferService{} }
 func (*JetStreamBufferService) ProtoMessage() {}
 func (*JetStreamBufferService) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{33}
+	return fileDescriptor_9d0d1b17d3865563, []int{34}
 }
 func (m *JetStreamBufferService) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1003,7 +1031,7 @@ var xxx_messageInfo_JetStreamBufferService proto.InternalMessageInfo
 func (m *JetStreamConfig) Reset()      { *m = JetStreamConfig{} }
 func (*JetStreamConfig) ProtoMessage() {}
 func (*JetStreamConfig) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{34}
+	return fileDescriptor_9d0d1b17d3865563, []int{35}
 }
 func (m *JetStreamConfig) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1031,7 +1059,7 @@ var xxx_messageInfo_JetStreamConfig proto.InternalMessageInfo
 func (m *JetStreamSource) Reset()      { *m = JetStreamSource{} }
 func (*JetStreamSource) ProtoMessage() {}
 func (*JetStreamSource) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{35}
+	return fileDescriptor_9d0d1b17d3865563, []int{36}
 }
 func (m *JetStreamSource) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1059,7 +1087,7 @@ var xxx_messageInfo_JetStreamSource proto.InternalMessageInfo
 func (m *JobTemplate) Reset()      { *m = JobTemplate{} }
 func (*JobTemplate) ProtoMessage() {}
 func (*JobTemplate) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{36}
+	return fileDescriptor_9d0d1b17d3865563, []int{37}
 }
 func (m *JobTemplate) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1087,7 +1115,7 @@ var xxx_messageInfo_JobTemplate proto.InternalMessageInfo
 func (m *KafkaSink) Reset()      { *m = KafkaSink{} }
 func (*KafkaSink) ProtoMessage() {}
 func (*KafkaSink) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{37}
+	return fileDescriptor_9d0d1b17d3865563, []int{38}
 }
 func (m *KafkaSink) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1115,7 +1143,7 @@ var xxx_messageInfo_KafkaSink proto.InternalMessageInfo
 func (m *KafkaSource) Reset()      { *m = KafkaSource{} }
 func (*KafkaSource) ProtoMessage() {}
 func (*KafkaSource) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{38}
+	return fileDescriptor_9d0d1b17d3865563, []int{39}
 }
 func (m *KafkaSource) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1143,7 +1171,7 @@ var xxx_messageInfo_KafkaSource proto.InternalMessageInfo
 func (m *Lifecycle) Reset()      { *m = Lifecycle{} }
 func (*Lifecycle) ProtoMessage() {}
 func (*Lifecycle) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{39}
+	return fileDescriptor_9d0d1b17d3865563, []int{40}
 }
 func (m *Lifecycle) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1171,7 +1199,7 @@ var xxx_messageInfo_Lifecycle proto.InternalMessageInfo
 func (m *Log) Reset()      { *m = Log{} }
 func (*Log) ProtoMessage() {}
 func (*Log) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{40}
+	return fileDescriptor_9d0d1b17d3865563, []int{41}
 }
 func (m *Log) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1199,7 +1227,7 @@ var xxx_messageInfo_Log proto.InternalMessageInfo
 func (m *Metadata) Reset()      { *m = Metadata{} }
 func (*Metadata) ProtoMessage() {}
 func (*Metadata) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{41}
+	return fileDescriptor_9d0d1b17d3865563, []int{42}
 }
 func (m *Metadata) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1227,7 +1255,7 @@ var xxx_messageInfo_Metadata proto.InternalMessageInfo
 func (m *MonoVertex) Reset()      { *m = MonoVertex{} }
 func (*MonoVertex) ProtoMessage() {}
 func (*MonoVertex) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{42}
+	return fileDescriptor_9d0d1b17d3865563, []int{43}
 }
 func (m *MonoVertex) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1255,7 +1283,7 @@ var xxx_messageInfo_MonoVertex proto.InternalMessageInfo
 func (m *MonoVertexLimits) Reset()      { *m = MonoVertexLimits{} }
 func (*MonoVertexLimits) ProtoMessage() {}
 func (*MonoVertexLimits) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{43}
+	return fileDescriptor_9d0d1b17d3865563, []int{44}
 }
 func (m *MonoVertexLimits) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1283,7 +1311,7 @@ var xxx_messageInfo_MonoVertexLimits proto.InternalMessageInfo
 func (m *MonoVertexList) Reset()      { *m = MonoVertexList{} }
 func (*MonoVertexList) ProtoMessage() {}
 func (*MonoVertexList) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{44}
+	return fileDescriptor_9d0d1b17d3865563, []int{45}
 }
 func (m *MonoVertexList) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1311,7 +1339,7 @@ var xxx_messageInfo_MonoVertexList proto.InternalMessageInfo
 func (m *MonoVertexSpec) Reset()      { *m = MonoVertexSpec{} }
 func (*MonoVertexSpec) ProtoMessage() {}
 func (*MonoVertexSpec) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{45}
+	return fileDescriptor_9d0d1b17d3865563, []int{46}
 }
 func (m *MonoVertexSpec) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1339,7 +1367,7 @@ var xxx_messageInfo_MonoVertexSpec proto.InternalMessageInfo
 func (m *MonoVertexStatus) Reset()      { *m = MonoVertexStatus{} }
 func (*MonoVertexStatus) ProtoMessage() {}
 func (*MonoVertexStatus) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{46}
+	return fileDescriptor_9d0d1b17d3865563, []int{47}
 }
 func (m *MonoVertexStatus) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1367,7 +1395,7 @@ var xxx_messageInfo_MonoVertexStatus proto.InternalMessageInfo
 func (m *NativeRedis) Reset()      { *m = NativeRedis{} }
 func (*NativeRedis) ProtoMessage() {}
 func (*NativeRedis) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{47}
+	return fileDescriptor_9d0d1b17d3865563, []int{48}
 }
 func (m *NativeRedis) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1395,7 +1423,7 @@ var xxx_messageInfo_NativeRedis proto.InternalMessageInfo
 func (m *NatsAuth) Reset()      { *m = NatsAuth{} }
 func (*NatsAuth) ProtoMessage() {}
 func (*NatsAuth) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{48}
+	return fileDescriptor_9d0d1b17d3865563, []int{49}
 }
 func (m *NatsAuth) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1423,7 +1451,7 @@ var xxx_messageInfo_NatsAuth proto.InternalMessageInfo
 func (m *NatsSource) Reset()      { *m = NatsSource{} }
 func (*NatsSource) ProtoMessage() {}
 func (*NatsSource) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{49}
+	return fileDescriptor_9d0d1b17d3865563, []int{50}
 }
 func (m *NatsSource) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1451,7 +1479,7 @@ var xxx_messageInfo_NatsSource proto.InternalMessageInfo
 func (m *NoStore) Reset()      { *m = NoStore{} }
 func (*NoStore) ProtoMessage() {}
 func (*NoStore) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{50}
+	return fileDescriptor_9d0d1b17d3865563, []int{51}
 }
 func (m *NoStore) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1479,7 +1507,7 @@ var xxx_messageInfo_NoStore proto.InternalMessageInfo
 func (m *PBQStorage) Reset()      { *m = PBQStorage{} }
 func (*PBQStorage) ProtoMessage() {}
 func (*PBQStorage) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{51}
+	return fileDescriptor_9d0d1b17d3865563, []int{52}
 }
 func (m *PBQStorage) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1507,7 +1535,7 @@ var xxx_messageInfo_PBQStorage proto.InternalMessageInfo
 func (m *PersistenceStrategy) Reset()      { *m = PersistenceStrategy{} }
 func (*PersistenceStrategy) ProtoMessage() {}
 func (*PersistenceStrategy) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{52}
+	return fileDescriptor_9d0d1b17d3865563, []int{53}
 }
 func (m *PersistenceStrategy) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1535,7 +1563,7 @@ var xxx_messageInfo_PersistenceStrategy proto.InternalMessageInfo
 func (m *Pipeline) Reset()      { *m = Pipeline{} }
 func (*Pipeline) ProtoMessage() {}
 func (*Pipeline) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{53}
+	return fileDescriptor_9d0d1b17d3865563, []int{54}
 }
 func (m *Pipeline) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1563,7 +1591,7 @@ var xxx_messageInfo_Pipeline proto.InternalMessageInfo
 func (m *PipelineLimits) Reset()      { *m = PipelineLimits{} }
 func (*PipelineLimits) ProtoMessage() {}
 func (*PipelineLimits) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{54}
+	return fileDescriptor_9d0d1b17d3865563, []int{55}
 }
 func (m *PipelineLimits) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1591,7 +1619,7 @@ var xxx_messageInfo_PipelineLimits proto.InternalMessageInfo
 func (m *PipelineList) Reset()      { *m = PipelineList{} }
 func (*PipelineList) ProtoMessage() {}
 func (*PipelineList) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{55}
+	return fileDescriptor_9d0d1b17d3865563, []int{56}
 }
 func (m *PipelineList) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1619,7 +1647,7 @@ var xxx_messageInfo_PipelineList proto.InternalMessageInfo
 func (m *PipelineSpec) Reset()      { *m = PipelineSpec{} }
 func (*PipelineSpec) ProtoMessage() {}
 func (*PipelineSpec) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{56}
+	return fileDescriptor_9d0d1b17d3865563, []int{57}
 }
 func (m *PipelineSpec) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1647,7 +1675,7 @@ var xxx_messageInfo_PipelineSpec proto.InternalMessageInfo
 func (m *PipelineStatus) Reset()      { *m = PipelineStatus{} }
 func (*PipelineStatus) ProtoMessage() {}
 func (*PipelineStatus) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{57}
+	return fileDescriptor_9d0d1b17d3865563, []int{58}
 }
 func (m *PipelineStatus) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1675,7 +1703,7 @@ var xxx_messageInfo_PipelineStatus proto.InternalMessageInfo
 func (m *RedisBufferService) Reset()      { *m = RedisBufferService{} }
 func (*RedisBufferService) ProtoMessage() {}
 func (*RedisBufferService) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{58}
+	return fileDescriptor_9d0d1b17d3865563, []int{59}
 }
 func (m *RedisBufferService) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1703,7 +1731,7 @@ var xxx_messageInfo_RedisBufferService proto.InternalMessageInfo
 func (m *RedisConfig) Reset()      { *m = RedisConfig{} }
 func (*RedisConfig) ProtoMessage() {}
 func (*RedisConfig) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{59}
+	return fileDescriptor_9d0d1b17d3865563, []int{60}
 }
 func (m *RedisConfig) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1731,7 +1759,7 @@ var xxx_messageInfo_RedisConfig proto.InternalMessageInfo
 func (m *RedisSettings) Reset()      { *m = RedisSettings{} }
 func (*RedisSettings) ProtoMessage() {}
 func (*RedisSettings) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{60}
+	return fileDescriptor_9d0d1b17d3865563, []int{61}
 }
 func (m *RedisSettings) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1756,10 +1784,38 @@ func (m *RedisSettings) XXX_DiscardUnknown() {
 
 var xxx_messageInfo_RedisSettings proto.InternalMessageInfo
 
+func (m *RetryStrategy) Reset()      { *m = RetryStrategy{} }
+func (*RetryStrategy) ProtoMessage() {}
+func (*RetryStrategy) Descriptor() ([]byte, []int) {
+	return fileDescriptor_9d0d1b17d3865563, []int{62}
+}
+func (m *RetryStrategy) XXX_Unmarshal(b []byte) error {
+	return m.Unmarshal(b)
+}
+func (m *RetryStrategy) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
+	b = b[:cap(b)]
+	n, err := m.MarshalToSizedBuffer(b)
+	if err != nil {
+		return nil, err
+	}
+	return b[:n], nil
+}
+func (m *RetryStrategy) XXX_Merge(src proto.Message) {
+	xxx_messageInfo_RetryStrategy.Merge(m, src)
+}
+func (m *RetryStrategy) XXX_Size() int {
+	return m.Size()
+}
+func (m *RetryStrategy) XXX_DiscardUnknown() {
+	xxx_messageInfo_RetryStrategy.DiscardUnknown(m)
+}
+
+var xxx_messageInfo_RetryStrategy proto.InternalMessageInfo
+
 func (m *SASL) Reset()      { *m = SASL{} }
 func (*SASL) ProtoMessage() {}
 func (*SASL) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{61}
+	return fileDescriptor_9d0d1b17d3865563, []int{63}
 }
 func (m *SASL) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1787,7 +1843,7 @@ var xxx_messageInfo_SASL proto.InternalMessageInfo
 func (m *SASLPlain) Reset()      { *m = SASLPlain{} }
 func (*SASLPlain) ProtoMessage() {}
 func (*SASLPlain) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{62}
+	return fileDescriptor_9d0d1b17d3865563, []int{64}
 }
 func (m *SASLPlain) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1815,7 +1871,7 @@ var xxx_messageInfo_SASLPlain proto.InternalMessageInfo
 func (m *Scale) Reset()      { *m = Scale{} }
 func (*Scale) ProtoMessage() {}
 func (*Scale) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{63}
+	return fileDescriptor_9d0d1b17d3865563, []int{65}
 }
 func (m *Scale) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1843,7 +1899,7 @@ var xxx_messageInfo_Scale proto.InternalMessageInfo
 func (m *ServingSource) Reset()      { *m = ServingSource{} }
 func (*ServingSource) ProtoMessage() {}
 func (*ServingSource) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{64}
+	return fileDescriptor_9d0d1b17d3865563, []int{66}
 }
 func (m *ServingSource) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1871,7 +1927,7 @@ var xxx_messageInfo_ServingSource proto.InternalMessageInfo
 func (m *ServingStore) Reset()      { *m = ServingStore{} }
 func (*ServingStore) ProtoMessage() {}
 func (*ServingStore) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{65}
+	return fileDescriptor_9d0d1b17d3865563, []int{67}
 }
 func (m *ServingStore) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1899,7 +1955,7 @@ var xxx_messageInfo_ServingStore proto.InternalMessageInfo
 func (m *SessionWindow) Reset()      { *m = SessionWindow{} }
 func (*SessionWindow) ProtoMessage() {}
 func (*SessionWindow) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{66}
+	return fileDescriptor_9d0d1b17d3865563, []int{68}
 }
 func (m *SessionWindow) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1927,7 +1983,7 @@ var xxx_messageInfo_SessionWindow proto.InternalMessageInfo
 func (m *SideInput) Reset()      { *m = SideInput{} }
 func (*SideInput) ProtoMessage() {}
 func (*SideInput) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{67}
+	return fileDescriptor_9d0d1b17d3865563, []int{69}
 }
 func (m *SideInput) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1955,7 +2011,7 @@ var xxx_messageInfo_SideInput proto.InternalMessageInfo
 func (m *SideInputTrigger) Reset()      { *m = SideInputTrigger{} }
 func (*SideInputTrigger) ProtoMessage() {}
 func (*SideInputTrigger) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{68}
+	return fileDescriptor_9d0d1b17d3865563, []int{70}
 }
 func (m *SideInputTrigger) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1983,7 +2039,7 @@ var xxx_messageInfo_SideInputTrigger proto.InternalMessageInfo
 func (m *SideInputsManagerTemplate) Reset()      { *m = SideInputsManagerTemplate{} }
 func (*SideInputsManagerTemplate) ProtoMessage() {}
 func (*SideInputsManagerTemplate) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{69}
+	return fileDescriptor_9d0d1b17d3865563, []int{71}
 }
 func (m *SideInputsManagerTemplate) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2011,7 +2067,7 @@ var xxx_messageInfo_SideInputsManagerTemplate proto.InternalMessageInfo
 func (m *Sink) Reset()      { *m = Sink{} }
 func (*Sink) ProtoMessage() {}
 func (*Sink) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{70}
+	return fileDescriptor_9d0d1b17d3865563, []int{72}
 }
 func (m *Sink) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2039,7 +2095,7 @@ var xxx_messageInfo_Sink proto.InternalMessageInfo
 func (m *SlidingWindow) Reset()      { *m = SlidingWindow{} }
 func (*SlidingWindow) ProtoMessage() {}
 func (*SlidingWindow) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{71}
+	return fileDescriptor_9d0d1b17d3865563, []int{73}
 }
 func (m *SlidingWindow) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2067,7 +2123,7 @@ var xxx_messageInfo_SlidingWindow proto.InternalMessageInfo
 func (m *Source) Reset()      { *m = Source{} }
 func (*Source) ProtoMessage() {}
 func (*Source) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{72}
+	return fileDescriptor_9d0d1b17d3865563, []int{74}
 }
 func (m *Source) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2095,7 +2151,7 @@ var xxx_messageInfo_Source proto.InternalMessageInfo
 func (m *Status) Reset()      { *m = Status{} }
 func (*Status) ProtoMessage() {}
 func (*Status) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{73}
+	return fileDescriptor_9d0d1b17d3865563, []int{75}
 }
 func (m *Status) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2123,7 +2179,7 @@ var xxx_messageInfo_Status proto.InternalMessageInfo
 func (m *TLS) Reset()      { *m = TLS{} }
 func (*TLS) ProtoMessage() {}
 func (*TLS) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{74}
+	return fileDescriptor_9d0d1b17d3865563, []int{76}
 }
 func (m *TLS) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2151,7 +2207,7 @@ var xxx_messageInfo_TLS proto.InternalMessageInfo
 func (m *TagConditions) Reset()      { *m = TagConditions{} }
 func (*TagConditions) ProtoMessage() {}
 func (*TagConditions) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{75}
+	return fileDescriptor_9d0d1b17d3865563, []int{77}
 }
 func (m *TagConditions) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2179,7 +2235,7 @@ var xxx_messageInfo_TagConditions proto.InternalMessageInfo
 func (m *Templates) Reset()      { *m = Templates{} }
 func (*Templates) ProtoMessage() {}
 func (*Templates) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{76}
+	return fileDescriptor_9d0d1b17d3865563, []int{78}
 }
 func (m *Templates) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2207,7 +2263,7 @@ var xxx_messageInfo_Templates proto.InternalMessageInfo
 func (m *Transformer) Reset()      { *m = Transformer{} }
 func (*Transformer) ProtoMessage() {}
 func (*Transformer) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{77}
+	return fileDescriptor_9d0d1b17d3865563, []int{79}
 }
 func (m *Transformer) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2235,7 +2291,7 @@ var xxx_messageInfo_Transformer proto.InternalMessageInfo
 func (m *UDF) Reset()      { *m = UDF{} }
 func (*UDF) ProtoMessage() {}
 func (*UDF) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{78}
+	return fileDescriptor_9d0d1b17d3865563, []int{80}
 }
 func (m *UDF) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2263,7 +2319,7 @@ var xxx_messageInfo_UDF proto.InternalMessageInfo
 func (m *UDSink) Reset()      { *m = UDSink{} }
 func (*UDSink) ProtoMessage() {}
 func (*UDSink) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{79}
+	return fileDescriptor_9d0d1b17d3865563, []int{81}
 }
 func (m *UDSink) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2291,7 +2347,7 @@ var xxx_messageInfo_UDSink proto.InternalMessageInfo
 func (m *UDSource) Reset()      { *m = UDSource{} }
 func (*UDSource) ProtoMessage() {}
 func (*UDSource) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{80}
+	return fileDescriptor_9d0d1b17d3865563, []int{82}
 }
 func (m *UDSource) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2319,7 +2375,7 @@ var xxx_messageInfo_UDSource proto.InternalMessageInfo
 func (m *UDTransformer) Reset()      { *m = UDTransformer{} }
 func (*UDTransformer) ProtoMessage() {}
 func (*UDTransformer) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{81}
+	return fileDescriptor_9d0d1b17d3865563, []int{83}
 }
 func (m *UDTransformer) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2347,7 +2403,7 @@ var xxx_messageInfo_UDTransformer proto.InternalMessageInfo
 func (m *Vertex) Reset()      { *m = Vertex{} }
 func (*Vertex) ProtoMessage() {}
 func (*Vertex) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{82}
+	return fileDescriptor_9d0d1b17d3865563, []int{84}
 }
 func (m *Vertex) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2375,7 +2431,7 @@ var xxx_messageInfo_Vertex proto.InternalMessageInfo
 func (m *VertexInstance) Reset()      { *m = VertexInstance{} }
 func (*VertexInstance) ProtoMessage() {}
 func (*VertexInstance) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{83}
+	return fileDescriptor_9d0d1b17d3865563, []int{85}
 }
 func (m *VertexInstance) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2403,7 +2459,7 @@ var xxx_messageInfo_VertexInstance proto.InternalMessageInfo
 func (m *VertexLimits) Reset()      { *m = VertexLimits{} }
 func (*VertexLimits) ProtoMessage() {}
 func (*VertexLimits) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{84}
+	return fileDescriptor_9d0d1b17d3865563, []int{86}
 }
 func (m *VertexLimits) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2431,7 +2487,7 @@ var xxx_messageInfo_VertexLimits proto.InternalMessageInfo
 func (m *VertexList) Reset()      { *m = VertexList{} }
 func (*VertexList) ProtoMessage() {}
 func (*VertexList) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{85}
+	return fileDescriptor_9d0d1b17d3865563, []int{87}
 }
 func (m *VertexList) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2459,7 +2515,7 @@ var xxx_messageInfo_VertexList proto.InternalMessageInfo
 func (m *VertexSpec) Reset()      { *m = VertexSpec{} }
 func (*VertexSpec) ProtoMessage() {}
 func (*VertexSpec) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{86}
+	return fileDescriptor_9d0d1b17d3865563, []int{88}
 }
 func (m *VertexSpec) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2487,7 +2543,7 @@ var xxx_messageInfo_VertexSpec proto.InternalMessageInfo
 func (m *VertexStatus) Reset()      { *m = VertexStatus{} }
 func (*VertexStatus) ProtoMessage() {}
 func (*VertexStatus) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{87}
+	return fileDescriptor_9d0d1b17d3865563, []int{89}
 }
 func (m *VertexStatus) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2515,7 +2571,7 @@ var xxx_messageInfo_VertexStatus proto.InternalMessageInfo
 func (m *VertexTemplate) Reset()      { *m = VertexTemplate{} }
 func (*VertexTemplate) ProtoMessage() {}
 func (*VertexTemplate) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{88}
+	return fileDescriptor_9d0d1b17d3865563, []int{90}
 }
 func (m *VertexTemplate) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2543,7 +2599,7 @@ var xxx_messageInfo_VertexTemplate proto.InternalMessageInfo
 func (m *Watermark) Reset()      { *m = Watermark{} }
 func (*Watermark) ProtoMessage() {}
 func (*Watermark) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{89}
+	return fileDescriptor_9d0d1b17d3865563, []int{91}
 }
 func (m *Watermark) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2571,7 +2627,7 @@ var xxx_messageInfo_Watermark proto.InternalMessageInfo
 func (m *Window) Reset()      { *m = Window{} }
 func (*Window) ProtoMessage() {}
 func (*Window) Descriptor() ([]byte, []int) {
-	return fileDescriptor_9d0d1b17d3865563, []int{90}
+	return fileDescriptor_9d0d1b17d3865563, []int{92}
 }
 func (m *Window) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2602,6 +2658,7 @@ func init() {
 	proto.RegisterType((*AbstractSink)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.AbstractSink")
 	proto.RegisterType((*AbstractVertex)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.AbstractVertex")
 	proto.RegisterType((*Authorization)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.Authorization")
+	proto.RegisterType((*Backoff)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.Backoff")
 	proto.RegisterType((*BasicAuth)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.BasicAuth")
 	proto.RegisterType((*Blackhole)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.Blackhole")
 	proto.RegisterType((*BufferServiceConfig)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.BufferServiceConfig")
@@ -2666,6 +2723,7 @@ func init() {
 	proto.RegisterType((*RedisBufferService)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.RedisBufferService")
 	proto.RegisterType((*RedisConfig)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.RedisConfig")
 	proto.RegisterType((*RedisSettings)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.RedisSettings")
+	proto.RegisterType((*RetryStrategy)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.RetryStrategy")
 	proto.RegisterType((*SASL)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.SASL")
 	proto.RegisterType((*SASLPlain)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.SASLPlain")
 	proto.RegisterType((*Scale)(nil), "github.com.numaproj.numaflow.pkg.apis.numaflow.v1alpha1.Scale")
@@ -2704,475 +2762,483 @@ func init() {
 }
 
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+	0x82, 0xfc, 0x91, 0xfa, 0x7d, 0xd7, 0xa6, 0xf6, 0x15, 0x08, 0xad, 0x80, 0xfb, 0x2f, 0xfc, 0x6f,
+	0x0a, 0x90, 0x34, 0x7c, 0xee, 0x7f, 0x6b, 0xda, 0x4e, 0xb7, 0xa6, 0xf9, 0xa3, 0xe8, 0x7c, 0xd9,
+	0x0d, 0x4a, 0xfb, 0xad, 0x22, 0x0c, 0xdd, 0xb7, 0x03, 0xb4, 0x34, 0x11, 0xe4, 0x37, 0x97, 0x73,
+	0x60, 0xec, 0x1b, 0xe2, 0xd7, 0x4e, 0x85, 0xf8, 0xe5, 0xfd, 0x63, 0xea, 0x3d, 0x02, 0xfc, 0xfe,
+	0xa8, 0x00, 0x72, 0x58, 0x5e, 0x72, 0xfc, 0x40, 0x77, 0x0c, 0x4a, 0x8c, 0x70, 0x0e, 0xc8, 0x1b,
+	0x49, 0x22, 0xa3, 0xad, 0xc4, 0xb4, 0xcf, 0x9f, 0xd5, 0x98, 0x4f, 0x3e, 0x0e, 0xd5, 0x2d, 0xd7,
+	0x0f, 0xf8, 0x38, 0x5f, 0x4c, 0x7a, 0x97, 0xae, 0x48, 0x3a, 0x86, 0x1c, 0xe9, 0x1d, 0xd7, 0x4a,
+	0xff, 0x1d, 0x57, 0xed, 0xbb, 0x45, 0x18, 0x79, 0xbf, 0x9c, 0x02, 0xce, 0x0a, 0x89, 0x2c, 0xe5,
+	0x0c, 0x89, 0x2c, 0x1f, 0x26, 0x24, 0x52, 0xfb, 0x71, 0x01, 0xe0, 0xbe, 0x1d, 0x41, 0x36, 0x93,
+	0xd1, 0x8a, 0xb9, 0xdb, 0x55, 0x76, 0xac, 0xe2, 0x6f, 0x54, 0x54, 0x95, 0x78, 0xa4, 0xe2, 0x5b,
+	0x05, 0x18, 0xd3, 0x13, 0xd1, 0x7f, 0xb9, 0x4d, 0xcb, 0x54, 0x30, 0x61, 0x78, 0xdc, 0x32, 0x49,
+	0xc7, 0x94, 0x58, 0xf2, 0x7c, 0x74, 0xfd, 0xed, 0xf5, 0xa8, 0xd9, 0xf7, 0xdc, 0x5b, 0xcb, 0xcd,
+	0x9c, 0x04, 0xe7, 0x3d, 0xa2, 0x2d, 0x4b, 0x47, 0x12, 0x6d, 0x19, 0x3f, 0x47, 0x56, 0xbe, 0xeb,
+	0x39, 0xb2, 0x1d, 0xa8, 0x6d, 0x7a, 0x6e, 0x9b, 0x07, 0x34, 0xca, 0x7f, 0xad, 0x5e, 0xce, 0x31,
+	0xa7, 0x44, 0x7f, 0x19, 0x8f, 0x7c, 0x3c, 0x0b, 0x0a, 0x1f, 0x23, 0x51, 0xdc, 0x2d, 0xee, 0x0a,
+	0xa9, 0x43, 0x47, 0x29, 0x35, 0x1c, 0x4b, 0xd6, 0x04, 0x3a, 0x2a, 0x31, 0xc9, 0x20, 0xc6, 0xe1,
+	0xfb, 0x13, 0xc4, 0xa8, 0xfd, 0xa8, 0xac, 0x06, 0xb0, 0x07, 0xee, 0xa6, 0xc5, 0xf7, 0xff, 0xd1,
+	0xd5, 0xf4, 0xb9, 0xd2, 0xe1, 0xfb, 0x78, 0xae, 0xb4, 0x7a, 0x34, 0xe7, 0x4a, 0x6b, 0x87, 0x38,
+	0x57, 0xba, 0x57, 0x82, 0xd4, 0xa2, 0xeb, 0x83, 0x0d, 0x96, 0x7f, 0x52, 0x1b, 0x2c, 0x6f, 0x17,
+	0x21, 0x1a, 0x45, 0x0e, 0x19, 0x80, 0xf2, 0x32, 0x54, 0xdb, 0xfa, 0xed, 0x79, 0x6a, 0xeb, 0xbb,
+	0x79, 0xfe, 0xae, 0xb9, 0x22, 0x31, 0x30, 0x44, 0x23, 0x3e, 0x80, 0x15, 0xde, 0x70, 0x9d, 0xdb,
+	0x55, 0x1d, 0x5d, 0x96, 0x2d, 0x9c, 0x61, 0xd1, 0x3b, 0xc6, 0xc4, 0x68, 0x7f, 0x58, 0x04, 0x79,
+	0x15, 0x3a, 0xa1, 0x50, 0xd9, 0xb4, 0x6e, 0x53, 0x33, 0x77, 0x38, 0x69, 0xec, 0x9f, 0xc7, 0xc2,
+	0x17, 0xcf, 0x09, 0x28, 0xd0, 0xb9, 0x93, 0x55, 0xec, 0xad, 0x48, 0xfd, 0xe5, 0x70, 0xb2, 0xc6,
+	0xf7, 0x68, 0xa4, 0x93, 0x55, 0x90, 0x50, 0xc9, 0x10, 0x3e, 0x5d, 0xbe, 0xcd, 0x9e, 0x7b, 0x2b,
+	0x29, 0xb1, 0x5d, 0xaf, 0x7c, 0xba, 0xbe, 0x38, 0x58, 0x2e, 0x65, 0x34, 0xbe, 0xf4, 0xc3, 0x9f,
+	0x5c, 0x78, 0xe8, 0xc7, 0x3f, 0xb9, 0xf0, 0xd0, 0xbb, 0x3f, 0xb9, 0xf0, 0xd0, 0xd7, 0xf6, 0x2f,
+	0x14, 0x7e, 0xb8, 0x7f, 0xa1, 0xf0, 0xe3, 0xfd, 0x0b, 0x85, 0x77, 0xf7, 0x2f, 0x14, 0xfe, 0x7c,
+	0xff, 0x42, 0xe1, 0xbf, 0xfc, 0xc5, 0x85, 0x87, 0xbe, 0xf8, 0x5c, 0x54, 0x84, 0x69, 0x55, 0x84,
+	0x69, 0x25, 0x70, 0xba, 0xb3, 0xdd, 0x9a, 0x66, 0x45, 0x88, 0x28, 0xaa, 0x08, 0xff, 0x18, 0x00,
+	0x00, 0xff, 0xff, 0xa1, 0xe2, 0x38, 0xfd, 0x6e, 0x95, 0x00, 0x00,
 }
 
 func (m *AbstractPodTemplate) Marshal() (dAtA []byte, err error) {
@@ -3643,6 +3709,46 @@ func (m *Authorization) MarshalToSizedBuffer(dAtA []byte) (int, error) {
 	return len(dAtA) - i, nil
 }
 
+func (m *Backoff) Marshal() (dAtA []byte, err error) {
+	size := m.Size()
+	dAtA = make([]byte, size)
+	n, err := m.MarshalToSizedBuffer(dAtA[:size])
+	if err != nil {
+		return nil, err
+	}
+	return dAtA[:n], nil
+}
+
+func (m *Backoff) MarshalTo(dAtA []byte) (int, error) {
+	size := m.Size()
+	return m.MarshalToSizedBuffer(dAtA[:size])
+}
+
+func (m *Backoff) MarshalToSizedBuffer(dAtA []byte) (int, error) {
+	i := len(dAtA)
+	_ = i
+	var l int
+	_ = l
+	if m.Steps != nil {
+		i = encodeVarintGenerated(dAtA, i, uint64(*m.Steps))
+		i--
+		dAtA[i] = 0x10
+	}
+	if m.Interval != nil {
+		{
+			size, err := m.Interval.MarshalToSizedBuffer(dAtA[:i])
+			if err != nil {
+				return 0, err
+			}
+			i -= size
+			i = encodeVarintGenerated(dAtA, i, uint64(size))
+		}
+		i--
+		dAtA[i] = 0xa
+	}
+	return len(dAtA) - i, nil
+}
+
 func (m *BasicAuth) Marshal() (dAtA []byte, err error) {
 	size := m.Size()
 	dAtA = make([]byte, size)
@@ -7304,6 +7410,48 @@ func (m *RedisSettings) MarshalToSizedBuffer(dAtA []byte) (int, error) {
 	return len(dAtA) - i, nil
 }
 
+func (m *RetryStrategy) Marshal() (dAtA []byte, err error) {
+	size := m.Size()
+	dAtA = make([]byte, size)
+	n, err := m.MarshalToSizedBuffer(dAtA[:size])
+	if err != nil {
+		return nil, err
+	}
+	return dAtA[:n], nil
+}
+
+func (m *RetryStrategy) MarshalTo(dAtA []byte) (int, error) {
+	size := m.Size()
+	return m.MarshalToSizedBuffer(dAtA[:size])
+}
+
+func (m *RetryStrategy) MarshalToSizedBuffer(dAtA []byte) (int, error) {
+	i := len(dAtA)
+	_ = i
+	var l int
+	_ = l
+	if m.OnFailure != nil {
+		i -= len(*m.OnFailure)
+		copy(dAtA[i:], *m.OnFailure)
+		i = encodeVarintGenerated(dAtA, i, uint64(len(*m.OnFailure)))
+		i--
+		dAtA[i] = 0x12
+	}
+	if m.BackOff != nil {
+		{
+			size, err := m.BackOff.MarshalToSizedBuffer(dAtA[:i])
+			if err != nil {
+				return 0, err
+			}
+			i -= size
+			i = encodeVarintGenerated(dAtA, i, uint64(size))
+		}
+		i--
+		dAtA[i] = 0xa
+	}
+	return len(dAtA) - i, nil
+}
+
 func (m *SASL) Marshal() (dAtA []byte, err error) {
 	size := m.Size()
 	dAtA = make([]byte, size)
@@ -7840,6 +7988,16 @@ func (m *Sink) MarshalToSizedBuffer(dAtA []byte) (int, error) {
 	_ = i
 	var l int
 	_ = l
+	{
+		size, err := m.RetryStrategy.MarshalToSizedBuffer(dAtA[:i])
+		if err != nil {
+			return 0, err
+		}
+		i -= size
+		i = encodeVarintGenerated(dAtA, i, uint64(size))
+	}
+	i--
+	dAtA[i] = 0x1a
 	if m.Fallback != nil {
 		{
 			size, err := m.Fallback.MarshalToSizedBuffer(dAtA[:i])
@@ -9198,6 +9356,22 @@ func (m *Authorization) Size() (n int) {
 	return n
 }
 
+func (m *Backoff) Size() (n int) {
+	if m == nil {
+		return 0
+	}
+	var l int
+	_ = l
+	if m.Interval != nil {
+		l = m.Interval.Size()
+		n += 1 + l + sovGenerated(uint64(l))
+	}
+	if m.Steps != nil {
+		n += 1 + sovGenerated(uint64(*m.Steps))
+	}
+	return n
+}
+
 func (m *BasicAuth) Size() (n int) {
 	if m == nil {
 		return 0
@@ -10544,6 +10718,23 @@ func (m *RedisSettings) Size() (n int) {
 	return n
 }
 
+func (m *RetryStrategy) Size() (n int) {
+	if m == nil {
+		return 0
+	}
+	var l int
+	_ = l
+	if m.BackOff != nil {
+		l = m.BackOff.Size()
+		n += 1 + l + sovGenerated(uint64(l))
+	}
+	if m.OnFailure != nil {
+		l = len(*m.OnFailure)
+		n += 1 + l + sovGenerated(uint64(l))
+	}
+	return n
+}
+
 func (m *SASL) Size() (n int) {
 	if m == nil {
 		return 0
@@ -10757,6 +10948,8 @@ func (m *Sink) Size() (n int) {
 		l = m.Fallback.Size()
 		n += 1 + l + sovGenerated(uint64(l))
 	}
+	l = m.RetryStrategy.Size()
+	n += 1 + l + sovGenerated(uint64(l))
 	return n
 }
 
@@ -11289,6 +11482,17 @@ func (this *Authorization) String() string {
 	}, "")
 	return s
 }
+func (this *Backoff) String() string {
+	if this == nil {
+		return "nil"
+	}
+	s := strings.Join([]string{`&Backoff{`,
+		`Interval:` + strings.Replace(fmt.Sprintf("%v", this.Interval), "Duration", "v11.Duration", 1) + `,`,
+		`Steps:` + valueToStringGenerated(this.Steps) + `,`,
+		`}`,
+	}, "")
+	return s
+}
 func (this *BasicAuth) String() string {
 	if this == nil {
 		return "nil"
@@ -12238,6 +12442,17 @@ func (this *RedisSettings) String() string {
 	}, "")
 	return s
 }
+func (this *RetryStrategy) String() string {
+	if this == nil {
+		return "nil"
+	}
+	s := strings.Join([]string{`&RetryStrategy{`,
+		`BackOff:` + strings.Replace(this.BackOff.String(), "Backoff", "Backoff", 1) + `,`,
+		`OnFailure:` + valueToStringGenerated(this.OnFailure) + `,`,
+		`}`,
+	}, "")
+	return s
+}
 func (this *SASL) String() string {
 	if this == nil {
 		return "nil"
@@ -12367,6 +12582,7 @@ func (this *Sink) String() string {
 	s := strings.Join([]string{`&Sink{`,
 		`AbstractSink:` + strings.Replace(strings.Replace(this.AbstractSink.String(), "AbstractSink", "AbstractSink", 1), `&`, ``, 1) + `,`,
 		`Fallback:` + strings.Replace(this.Fallback.String(), "AbstractSink", "AbstractSink", 1) + `,`,
+		`RetryStrategy:` + strings.Replace(strings.Replace(this.RetryStrategy.String(), "RetryStrategy", "RetryStrategy", 1), `&`, ``, 1) + `,`,
 		`}`,
 	}, "")
 	return s
@@ -14085,6 +14301,112 @@ func (m *Authorization) Unmarshal(dAtA []byte) error {
 	}
 	return nil
 }
+func (m *Backoff) Unmarshal(dAtA []byte) error {
+	l := len(dAtA)
+	iNdEx := 0
+	for iNdEx < l {
+		preIndex := iNdEx
+		var wire uint64
+		for shift := uint(0); ; shift += 7 {
+			if shift >= 64 {
+				return ErrIntOverflowGenerated
+			}
+			if iNdEx >= l {
+				return io.ErrUnexpectedEOF
+			}
+			b := dAtA[iNdEx]
+			iNdEx++
+			wire |= uint64(b&0x7F) << shift
+			if b < 0x80 {
+				break
+			}
+		}
+		fieldNum := int32(wire >> 3)
+		wireType := int(wire & 0x7)
+		if wireType == 4 {
+			return fmt.Errorf("proto: Backoff: wiretype end group for non-group")
+		}
+		if fieldNum <= 0 {
+			return fmt.Errorf("proto: Backoff: illegal tag %d (wire type %d)", fieldNum, wire)
+		}
+		switch fieldNum {
+		case 1:
+			if wireType != 2 {
+				return fmt.Errorf("proto: wrong wireType = %d for field Interval", wireType)
+			}
+			var msglen int
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowGenerated
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				msglen |= int(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
+			if msglen < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			postIndex := iNdEx + msglen
+			if postIndex < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if postIndex > l {
+				return io.ErrUnexpectedEOF
+			}
+			if m.Interval == nil {
+				m.Interval = &v11.Duration{}
+			}
+			if err := m.Interval.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
+				return err
+			}
+			iNdEx = postIndex
+		case 2:
+			if wireType != 0 {
+				return fmt.Errorf("proto: wrong wireType = %d for field Steps", wireType)
+			}
+			var v uint32
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowGenerated
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				v |= uint32(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
+			m.Steps = &v
+		default:
+			iNdEx = preIndex
+			skippy, err := skipGenerated(dAtA[iNdEx:])
+			if err != nil {
+				return err
+			}
+			if (skippy < 0) || (iNdEx+skippy) < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if (iNdEx + skippy) > l {
+				return io.ErrUnexpectedEOF
+			}
+			iNdEx += skippy
+		}
+	}
+
+	if iNdEx > l {
+		return io.ErrUnexpectedEOF
+	}
+	return nil
+}
 func (m *BasicAuth) Unmarshal(dAtA []byte) error {
 	l := len(dAtA)
 	iNdEx := 0
@@ -26019,6 +26341,125 @@ func (m *RedisSettings) Unmarshal(dAtA []byte) error {
 	}
 	return nil
 }
+func (m *RetryStrategy) Unmarshal(dAtA []byte) error {
+	l := len(dAtA)
+	iNdEx := 0
+	for iNdEx < l {
+		preIndex := iNdEx
+		var wire uint64
+		for shift := uint(0); ; shift += 7 {
+			if shift >= 64 {
+				return ErrIntOverflowGenerated
+			}
+			if iNdEx >= l {
+				return io.ErrUnexpectedEOF
+			}
+			b := dAtA[iNdEx]
+			iNdEx++
+			wire |= uint64(b&0x7F) << shift
+			if b < 0x80 {
+				break
+			}
+		}
+		fieldNum := int32(wire >> 3)
+		wireType := int(wire & 0x7)
+		if wireType == 4 {
+			return fmt.Errorf("proto: RetryStrategy: wiretype end group for non-group")
+		}
+		if fieldNum <= 0 {
+			return fmt.Errorf("proto: RetryStrategy: illegal tag %d (wire type %d)", fieldNum, wire)
+		}
+		switch fieldNum {
+		case 1:
+			if wireType != 2 {
+				return fmt.Errorf("proto: wrong wireType = %d for field BackOff", wireType)
+			}
+			var msglen int
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowGenerated
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				msglen |= int(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
+			if msglen < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			postIndex := iNdEx + msglen
+			if postIndex < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if postIndex > l {
+				return io.ErrUnexpectedEOF
+			}
+			if m.BackOff == nil {
+				m.BackOff = &Backoff{}
+			}
+			if err := m.BackOff.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
+				return err
+			}
+			iNdEx = postIndex
+		case 2:
+			if wireType != 2 {
+				return fmt.Errorf("proto: wrong wireType = %d for field OnFailure", wireType)
+			}
+			var stringLen uint64
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowGenerated
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				stringLen |= uint64(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
+			intStringLen := int(stringLen)
+			if intStringLen < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			postIndex := iNdEx + intStringLen
+			if postIndex < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if postIndex > l {
+				return io.ErrUnexpectedEOF
+			}
+			s := OnFailureRetryStrategy(dAtA[iNdEx:postIndex])
+			m.OnFailure = &s
+			iNdEx = postIndex
+		default:
+			iNdEx = preIndex
+			skippy, err := skipGenerated(dAtA[iNdEx:])
+			if err != nil {
+				return err
+			}
+			if (skippy < 0) || (iNdEx+skippy) < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if (iNdEx + skippy) > l {
+				return io.ErrUnexpectedEOF
+			}
+			iNdEx += skippy
+		}
+	}
+
+	if iNdEx > l {
+		return io.ErrUnexpectedEOF
+	}
+	return nil
+}
 func (m *SASL) Unmarshal(dAtA []byte) error {
 	l := len(dAtA)
 	iNdEx := 0
@@ -27614,6 +28055,39 @@ func (m *Sink) Unmarshal(dAtA []byte) error {
 				return err
 			}
 			iNdEx = postIndex
+		case 3:
+			if wireType != 2 {
+				return fmt.Errorf("proto: wrong wireType = %d for field RetryStrategy", wireType)
+			}
+			var msglen int
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowGenerated
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				msglen |= int(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
+			if msglen < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			postIndex := iNdEx + msglen
+			if postIndex < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if postIndex > l {
+				return io.ErrUnexpectedEOF
+			}
+			if err := m.RetryStrategy.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
+				return err
+			}
+			iNdEx = postIndex
 		default:
 			iNdEx = preIndex
 			skippy, err := skipGenerated(dAtA[iNdEx:])
diff --git a/pkg/apis/numaflow/v1alpha1/generated.proto b/pkg/apis/numaflow/v1alpha1/generated.proto
index 8c5a6db0f2..9c513d6fde 100644
--- a/pkg/apis/numaflow/v1alpha1/generated.proto
+++ b/pkg/apis/numaflow/v1alpha1/generated.proto
@@ -209,6 +209,18 @@ message Authorization {
   optional k8s.io.api.core.v1.SecretKeySelector token = 1;
 }
 
+// Backoff defines parameters used to systematically configure the retry strategy.
+message Backoff {
+  // Interval sets the delay to wait before retry, after a failure occurs.
+  // +kubebuilder:default="1ms"
+  // +optional
+  optional k8s.io.apimachinery.pkg.apis.meta.v1.Duration interval = 1;
+
+  // Steps defines the number of times to try writing to a sink including retries
+  // +optional
+  optional uint32 steps = 2;
+}
+
 // BasicAuth represents the basic authentication approach which contains a user name and a password.
 message BasicAuth {
   // Secret for auth user
@@ -1248,6 +1260,19 @@ message RedisSettings {
   optional string sentinel = 4;
 }
 
+// RetryStrategy struct encapsulates the settings for retrying operations in the event of failures.
+// It includes a BackOff strategy to manage the timing of retries and defines the action to take upon failure.
+message RetryStrategy {
+  // BackOff specifies the parameters for the backoff strategy, controlling how delays between retries should increase.
+  // +optional
+  optional Backoff backoff = 1;
+
+  // OnFailure specifies the action to take when a retry fails. The default action is to retry.
+  // +optional
+  // +kubebuilder:default="retry"
+  optional string onFailure = 2;
+}
+
 message SASL {
   // SASL mechanism to use
   optional string mechanism = 1;
@@ -1418,6 +1443,10 @@ message Sink {
   // initiated if the ud-sink response field sets it.
   // +optional
   optional AbstractSink fallback = 2;
+
+  // RetryStrategy struct encapsulates the settings for retrying operations in the event of failures.
+  // +optional
+  optional RetryStrategy retryStrategy = 3;
 }
 
 // SlidingWindow describes a sliding window
diff --git a/pkg/apis/numaflow/v1alpha1/openapi_generated.go b/pkg/apis/numaflow/v1alpha1/openapi_generated.go
index 8ed0f228c0..79aab81c33 100644
--- a/pkg/apis/numaflow/v1alpha1/openapi_generated.go
+++ b/pkg/apis/numaflow/v1alpha1/openapi_generated.go
@@ -34,6 +34,7 @@ func GetOpenAPIDefinitions(ref common.ReferenceCallback) map[string]common.OpenA
 		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.AbstractSink":                     schema_pkg_apis_numaflow_v1alpha1_AbstractSink(ref),
 		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.AbstractVertex":                   schema_pkg_apis_numaflow_v1alpha1_AbstractVertex(ref),
 		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.Authorization":                    schema_pkg_apis_numaflow_v1alpha1_Authorization(ref),
+		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.Backoff":                          schema_pkg_apis_numaflow_v1alpha1_Backoff(ref),
 		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.BasicAuth":                        schema_pkg_apis_numaflow_v1alpha1_BasicAuth(ref),
 		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.Blackhole":                        schema_pkg_apis_numaflow_v1alpha1_Blackhole(ref),
 		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.BufferServiceConfig":              schema_pkg_apis_numaflow_v1alpha1_BufferServiceConfig(ref),
@@ -91,6 +92,7 @@ func GetOpenAPIDefinitions(ref common.ReferenceCallback) map[string]common.OpenA
 		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.RedisBufferService":               schema_pkg_apis_numaflow_v1alpha1_RedisBufferService(ref),
 		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.RedisConfig":                      schema_pkg_apis_numaflow_v1alpha1_RedisConfig(ref),
 		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.RedisSettings":                    schema_pkg_apis_numaflow_v1alpha1_RedisSettings(ref),
+		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.RetryStrategy":                    schema_pkg_apis_numaflow_v1alpha1_RetryStrategy(ref),
 		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.SASL":                             schema_pkg_apis_numaflow_v1alpha1_SASL(ref),
 		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.SASLPlain":                        schema_pkg_apis_numaflow_v1alpha1_SASLPlain(ref),
 		"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.Scale":                            schema_pkg_apis_numaflow_v1alpha1_Scale(ref),
@@ -608,6 +610,34 @@ func schema_pkg_apis_numaflow_v1alpha1_Authorization(ref common.ReferenceCallbac
 	}
 }
 
+func schema_pkg_apis_numaflow_v1alpha1_Backoff(ref common.ReferenceCallback) common.OpenAPIDefinition {
+	return common.OpenAPIDefinition{
+		Schema: spec.Schema{
+			SchemaProps: spec.SchemaProps{
+				Description: "Backoff defines parameters used to systematically configure the retry strategy.",
+				Type:        []string{"object"},
+				Properties: map[string]spec.Schema{
+					"interval": {
+						SchemaProps: spec.SchemaProps{
+							Description: "Interval sets the delay to wait before retry, after a failure occurs.",
+							Ref:         ref("k8s.io/apimachinery/pkg/apis/meta/v1.Duration"),
+						},
+					},
+					"steps": {
+						SchemaProps: spec.SchemaProps{
+							Description: "Steps defines the number of times to try writing to a sink including retries",
+							Type:        []string{"integer"},
+							Format:      "int64",
+						},
+					},
+				},
+			},
+		},
+		Dependencies: []string{
+			"k8s.io/apimachinery/pkg/apis/meta/v1.Duration"},
+	}
+}
+
 func schema_pkg_apis_numaflow_v1alpha1_BasicAuth(ref common.ReferenceCallback) common.OpenAPIDefinition {
 	return common.OpenAPIDefinition{
 		Schema: spec.Schema{
@@ -4202,6 +4232,34 @@ func schema_pkg_apis_numaflow_v1alpha1_RedisSettings(ref common.ReferenceCallbac
 	}
 }
 
+func schema_pkg_apis_numaflow_v1alpha1_RetryStrategy(ref common.ReferenceCallback) common.OpenAPIDefinition {
+	return common.OpenAPIDefinition{
+		Schema: spec.Schema{
+			SchemaProps: spec.SchemaProps{
+				Description: "RetryStrategy struct encapsulates the settings for retrying operations in the event of failures. It includes a BackOff strategy to manage the timing of retries and defines the action to take upon failure.",
+				Type:        []string{"object"},
+				Properties: map[string]spec.Schema{
+					"backoff": {
+						SchemaProps: spec.SchemaProps{
+							Description: "BackOff specifies the parameters for the backoff strategy, controlling how delays between retries should increase.",
+							Ref:         ref("github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.Backoff"),
+						},
+					},
+					"onFailure": {
+						SchemaProps: spec.SchemaProps{
+							Description: "OnFailure specifies the action to take when a retry fails. The default action is to retry.",
+							Type:        []string{"string"},
+							Format:      "",
+						},
+					},
+				},
+			},
+		},
+		Dependencies: []string{
+			"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.Backoff"},
+	}
+}
+
 func schema_pkg_apis_numaflow_v1alpha1_SASL(ref common.ReferenceCallback) common.OpenAPIDefinition {
 	return common.OpenAPIDefinition{
 		Schema: spec.Schema{
@@ -4748,11 +4806,18 @@ func schema_pkg_apis_numaflow_v1alpha1_Sink(ref common.ReferenceCallback) common
 							Ref:         ref("github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.AbstractSink"),
 						},
 					},
+					"retryStrategy": {
+						SchemaProps: spec.SchemaProps{
+							Description: "RetryStrategy struct encapsulates the settings for retrying operations in the event of failures.",
+							Default:     map[string]interface{}{},
+							Ref:         ref("github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.RetryStrategy"),
+						},
+					},
 				},
 			},
 		},
 		Dependencies: []string{
-			"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.AbstractSink", "github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.Blackhole", "github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.KafkaSink", "github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.Log", "github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.UDSink"},
+			"github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.AbstractSink", "github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.Blackhole", "github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.KafkaSink", "github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.Log", "github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.RetryStrategy", "github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1.UDSink"},
 	}
 }
 
diff --git a/pkg/apis/numaflow/v1alpha1/retry_strategy.go b/pkg/apis/numaflow/v1alpha1/retry_strategy.go
new file mode 100644
index 0000000000..12c9daab4b
--- /dev/null
+++ b/pkg/apis/numaflow/v1alpha1/retry_strategy.go
@@ -0,0 +1,102 @@
+/*
+Copyright 2022 The Numaproj Authors.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package v1alpha1
+
+import (
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/util/wait"
+)
+
+type OnFailureRetryStrategy string
+
+// Constants representing the possible actions that can be taken when a failure occurs during an operation.
+const (
+	OnFailureRetry    OnFailureRetryStrategy = "retry"    // Retry the operation.
+	OnFailureFallback OnFailureRetryStrategy = "fallback" // Reroute the operation to a fallback mechanism.
+	OnFailureDrop     OnFailureRetryStrategy = "drop"     // Drop the operation and perform no further action.
+)
+
+// RetryStrategy struct encapsulates the settings for retrying operations in the event of failures.
+// It includes a BackOff strategy to manage the timing of retries and defines the action to take upon failure.
+type RetryStrategy struct {
+	// BackOff specifies the parameters for the backoff strategy, controlling how delays between retries should increase.
+	// +optional
+	BackOff *Backoff `json:"backoff,omitempty" protobuf:"bytes,1,opt,name=backoff"`
+	// OnFailure specifies the action to take when a retry fails. The default action is to retry.
+	// +optional
+	// +kubebuilder:default="retry"
+	OnFailure *OnFailureRetryStrategy `json:"onFailure,omitempty" protobuf:"bytes,2,opt,name=onFailure"`
+}
+
+// Backoff defines parameters used to systematically configure the retry strategy.
+type Backoff struct {
+	// Interval sets the delay to wait before retry, after a failure occurs.
+	// +kubebuilder:default="1ms"
+	// +optional
+	Interval *metav1.Duration `json:"interval,omitempty" protobuf:"bytes,1,opt,name=interval"`
+	// Steps defines the number of times to try writing to a sink including retries
+	// +optional
+	Steps *uint32 `json:"steps,omitempty" protobuf:"bytes,2,opt,name=steps"`
+	// TODO(Retry): Enable after we add support for exponential backoff
+	//// +optional
+	//Cap *metav1.Duration `json:"cap,omitempty" protobuf:"bytes,3,opt,name=cap"`
+	//// +optional
+	//Factor *floatstr `json:"factor,omitempty" protobuf:"bytes,2,opt,name=factor"`
+	//// +optional
+	//Jitter *floatstr `json:"jitter,omitempty" protobuf:"bytes,3,opt,name=jitter"`
+}
+
+// GetBackoff constructs a wait.Backoff configuration using default values and optionally overrides
+// these defaults with custom settings specified in the RetryStrategy.
+func (r RetryStrategy) GetBackoff() wait.Backoff {
+	// Initialize the Backoff structure with default values.
+	wt := wait.Backoff{
+		Duration: DefaultRetryInterval,
+		Steps:    DefaultRetrySteps,
+	}
+
+	// If a custom back-off configuration is present, check and substitute the respective parts.
+	if r.BackOff != nil {
+		// If a custom Interval is specified, override the default Duration.
+		if r.BackOff.Interval != nil {
+			wt.Duration = r.BackOff.Interval.Duration
+		}
+		// If custom Steps are specified, override the default Steps.
+		if r.BackOff.Steps != nil {
+			wt.Steps = int(*r.BackOff.Steps)
+		}
+	}
+
+	// Returns the fully configured Backoff structure, which is either default or overridden by custom settings.
+	return wt
+}
+
+// GetOnFailureRetryStrategy retrieves the currently set strategy for handling failures upon retrying.
+// This method uses a default strategy which can be overridden by a custom strategy defined in RetryStrategy.
+func (r RetryStrategy) GetOnFailureRetryStrategy() OnFailureRetryStrategy {
+	// If the OnFailure is not defined initialize with the Default value
+	if r.OnFailure == nil {
+		return DefaultOnFailureRetryStrategy
+	}
+	switch *r.OnFailure {
+	case OnFailureRetry, OnFailureFallback, OnFailureDrop:
+		// If a custom on-failure behavior is specified
+		return *r.OnFailure
+	default:
+		return DefaultOnFailureRetryStrategy
+	}
+}
diff --git a/pkg/apis/numaflow/v1alpha1/retry_strategy_test.go b/pkg/apis/numaflow/v1alpha1/retry_strategy_test.go
new file mode 100644
index 0000000000..e8968b9d36
--- /dev/null
+++ b/pkg/apis/numaflow/v1alpha1/retry_strategy_test.go
@@ -0,0 +1,115 @@
+/*
+Copyright 2022 The Numaproj Authors.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package v1alpha1
+
+import (
+	"testing"
+	"time"
+
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/util/wait"
+)
+
+func TestGetBackoff(t *testing.T) {
+	steps := uint32(10)
+	tests := []struct {
+		name            string
+		strategy        RetryStrategy
+		expectedBackoff wait.Backoff
+		steps           uint32
+	}{
+		{
+			name:     "default backoff",
+			strategy: RetryStrategy{},
+			expectedBackoff: wait.Backoff{
+				Duration: DefaultRetryInterval,
+				Steps:    DefaultRetrySteps,
+			},
+		},
+		{
+			name: "custom backoff",
+			strategy: RetryStrategy{
+				BackOff: &Backoff{
+					Interval: &metav1.Duration{Duration: 10 * time.Second},
+					Steps:    &steps,
+				},
+			},
+			expectedBackoff: wait.Backoff{
+				Duration: 10 * time.Second,
+				Steps:    10,
+			},
+		},
+		{
+			name: "custom backoff - 2",
+			strategy: RetryStrategy{
+				BackOff: &Backoff{
+					Interval: &metav1.Duration{Duration: 10 * time.Second},
+				},
+			},
+			expectedBackoff: wait.Backoff{
+				Duration: 10 * time.Second,
+				Steps:    DefaultRetrySteps,
+			},
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got := tt.strategy.GetBackoff()
+			if got.Duration != tt.expectedBackoff.Duration || got.Steps != tt.expectedBackoff.Steps {
+				t.Errorf("GetBackoff() = %v, want %v", got, tt.expectedBackoff)
+			}
+		})
+	}
+}
+
+func TestGetOnFailureRetryStrategy(t *testing.T) {
+	tests := []struct {
+		name              string
+		strategy          RetryStrategy
+		expectedOnFailure OnFailureRetryStrategy
+	}{
+		{
+			name:              "default strategy",
+			strategy:          RetryStrategy{},
+			expectedOnFailure: DefaultOnFailureRetryStrategy,
+		},
+		{
+			name: "custom strategy",
+			strategy: RetryStrategy{
+				OnFailure: func() *OnFailureRetryStrategy { s := OnFailureDrop; return &s }(),
+			},
+			expectedOnFailure: OnFailureDrop,
+		},
+		{
+			name: "incorrect strategy - use default",
+			strategy: RetryStrategy{
+				OnFailure: func() *OnFailureRetryStrategy { s := "xxxx"; return (*OnFailureRetryStrategy)(&s) }(),
+			},
+			expectedOnFailure: DefaultOnFailureRetryStrategy,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got := tt.strategy.GetOnFailureRetryStrategy()
+			if got != tt.expectedOnFailure {
+				t.Errorf("GetOnFailureRetryStrategy() = %v, want %v", got, tt.expectedOnFailure)
+			}
+		})
+	}
+}
diff --git a/pkg/apis/numaflow/v1alpha1/sink.go b/pkg/apis/numaflow/v1alpha1/sink.go
index 8530259214..d596a079e6 100644
--- a/pkg/apis/numaflow/v1alpha1/sink.go
+++ b/pkg/apis/numaflow/v1alpha1/sink.go
@@ -27,6 +27,9 @@ type Sink struct {
 	// initiated if the ud-sink response field sets it.
 	// +optional
 	Fallback *AbstractSink `json:"fallback,omitempty" protobuf:"bytes,2,opt,name=fallback"`
+	// RetryStrategy struct encapsulates the settings for retrying operations in the event of failures.
+	// +optional
+	RetryStrategy RetryStrategy `json:"retryStrategy,omitempty" protobuf:"bytes,3,opt,name=retryStrategy"`
 }
 
 type AbstractSink struct {
diff --git a/pkg/apis/numaflow/v1alpha1/zz_generated.deepcopy.go b/pkg/apis/numaflow/v1alpha1/zz_generated.deepcopy.go
index a5ee6d9b6f..6033c0302f 100644
--- a/pkg/apis/numaflow/v1alpha1/zz_generated.deepcopy.go
+++ b/pkg/apis/numaflow/v1alpha1/zz_generated.deepcopy.go
@@ -245,6 +245,32 @@ func (in *Authorization) DeepCopy() *Authorization {
 	return out
 }
 
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *Backoff) DeepCopyInto(out *Backoff) {
+	*out = *in
+	if in.Interval != nil {
+		in, out := &in.Interval, &out.Interval
+		*out = new(metav1.Duration)
+		**out = **in
+	}
+	if in.Steps != nil {
+		in, out := &in.Steps, &out.Steps
+		*out = new(uint32)
+		**out = **in
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Backoff.
+func (in *Backoff) DeepCopy() *Backoff {
+	if in == nil {
+		return nil
+	}
+	out := new(Backoff)
+	in.DeepCopyInto(out)
+	return out
+}
+
 // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
 func (in *BasicAuth) DeepCopyInto(out *BasicAuth) {
 	*out = *in
@@ -1957,6 +1983,32 @@ func (in *RedisSettings) DeepCopy() *RedisSettings {
 	return out
 }
 
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *RetryStrategy) DeepCopyInto(out *RetryStrategy) {
+	*out = *in
+	if in.BackOff != nil {
+		in, out := &in.BackOff, &out.BackOff
+		*out = new(Backoff)
+		(*in).DeepCopyInto(*out)
+	}
+	if in.OnFailure != nil {
+		in, out := &in.OnFailure, &out.OnFailure
+		*out = new(OnFailureRetryStrategy)
+		**out = **in
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RetryStrategy.
+func (in *RetryStrategy) DeepCopy() *RetryStrategy {
+	if in == nil {
+		return nil
+	}
+	out := new(RetryStrategy)
+	in.DeepCopyInto(out)
+	return out
+}
+
 // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
 func (in *SASL) DeepCopyInto(out *SASL) {
 	*out = *in
@@ -2263,6 +2315,7 @@ func (in *Sink) DeepCopyInto(out *Sink) {
 		*out = new(AbstractSink)
 		(*in).DeepCopyInto(*out)
 	}
+	in.RetryStrategy.DeepCopyInto(&out.RetryStrategy)
 	return
 }
 
diff --git a/pkg/metrics/metrics.go b/pkg/metrics/metrics.go
index f4e394004e..95ce17b984 100644
--- a/pkg/metrics/metrics.go
+++ b/pkg/metrics/metrics.go
@@ -86,7 +86,7 @@ var (
 		Help:      "Total number of bytes written",
 	}, []string{LabelVertex, LabelPipeline, LabelVertexType, LabelVertexReplicaIndex, LabelPartitionName})
 
-	// WriteMessagesError is used to indicate the number of errors messages written
+	// WriteMessagesError is used to indicate the number of errors encountered while writing messages
 	WriteMessagesError = promauto.NewCounterVec(prometheus.CounterOpts{
 		Subsystem: "forwarder",
 		Name:      "write_error_total",
@@ -298,3 +298,27 @@ var (
 		Help:      "Total number of ctrl Messages sent",
 	}, []string{LabelVertex, LabelPipeline, LabelVertexType, LabelVertexReplicaIndex, LabelPartitionName})
 )
+
+// Sink forwarder metrics
+var (
+	// FbSinkWriteMessagesCount is used to indicate the number of messages written to a fallback sink
+	FbSinkWriteMessagesCount = promauto.NewCounterVec(prometheus.CounterOpts{
+		Subsystem: "forwarder",
+		Name:      "fbsink_write_total",
+		Help:      "Total number of Messages written to a fallback sink",
+	}, []string{LabelVertex, LabelPipeline, LabelVertexType, LabelVertexReplicaIndex, LabelPartitionName})
+
+	// FbSinkWriteBytesCount is to indicate the number of bytes written to a fallback sink
+	FbSinkWriteBytesCount = promauto.NewCounterVec(prometheus.CounterOpts{
+		Subsystem: "forwarder",
+		Name:      "fbsink_write_bytes_total",
+		Help:      "Total number of bytes written to a fallback sink",
+	}, []string{LabelVertex, LabelPipeline, LabelVertexType, LabelVertexReplicaIndex, LabelPartitionName})
+
+	// FbSinkWriteMessagesError is used to indicate the number of errors while writing to a fallback sink
+	FbSinkWriteMessagesError = promauto.NewCounterVec(prometheus.CounterOpts{
+		Subsystem: "forwarder",
+		Name:      "fbsink_write_error_total",
+		Help:      "Total number of Write Errors while writing to a fallback sink",
+	}, []string{LabelVertex, LabelPipeline, LabelVertexType, LabelVertexReplicaIndex, LabelPartitionName})
+)
diff --git a/pkg/reconciler/pipeline/validate.go b/pkg/reconciler/pipeline/validate.go
index 0fc443b6b5..2a98c2e665 100644
--- a/pkg/reconciler/pipeline/validate.go
+++ b/pkg/reconciler/pipeline/validate.go
@@ -272,6 +272,10 @@ func validateVertex(v dfv1.AbstractVertex) error {
 	if v.UDF != nil {
 		return validateUDF(*v.UDF)
 	}
+
+	if v.Sink != nil {
+		return validateSink(*v.Sink)
+	}
 	return nil
 }
 
@@ -553,3 +557,33 @@ func buildVisitedMap(vtxName string, visited map[string]struct{}, pl *dfv1.Pipel
 	}
 
 }
+
+// validateSink initiates the validation of the sink spec for a pipeline
+func validateSink(sink dfv1.Sink) error {
+	// check the sinks retry strategy validity.
+	if ok := HasValidSinkRetryStrategy(sink); !ok {
+		return fmt.Errorf("given OnFailure strategy is fallback but fallback sink is not provided")
+	}
+	return nil
+}
+
+// HasValidSinkRetryStrategy checks if the provided RetryStrategy is valid based on the sink's configuration.
+// This validation ensures that the retry strategy is compatible with the sink's current setup
+func HasValidSinkRetryStrategy(s dfv1.Sink) bool {
+	// If the OnFailure strategy is set to fallback, but no fallback sink is provided in the Sink struct,
+	// we return an error
+	if s.RetryStrategy.OnFailure != nil && *s.RetryStrategy.OnFailure == dfv1.OnFailureFallback && !hasValidFallbackSink(&s) {
+		return false
+	}
+	// If steps are provided in the strategy they cannot be 0, as we do not allow no tries for writing
+	if s.RetryStrategy.BackOff != nil && s.RetryStrategy.BackOff.Steps != nil && *s.RetryStrategy.BackOff.Steps == 0 {
+		return false
+	}
+	// If no errors are found, the function returns true indicating the validation passed.
+	return true
+}
+
+// HasValidFallbackSink checks if the Sink vertex has a valid fallback sink configured
+func hasValidFallbackSink(s *dfv1.Sink) bool {
+	return s.Fallback != nil && s.Fallback.UDSink != nil
+}
diff --git a/pkg/reconciler/pipeline/validate_test.go b/pkg/reconciler/pipeline/validate_test.go
index 486b36c9be..f116e04825 100644
--- a/pkg/reconciler/pipeline/validate_test.go
+++ b/pkg/reconciler/pipeline/validate_test.go
@@ -1056,3 +1056,125 @@ func Test_validateIdleSource(t *testing.T) {
 	assert.Error(t, err)
 	assert.Contains(t, err.Error(), `invalid idle source watermark config, threshold should be greater than or equal to incrementBy`)
 }
+
+// TestValidateSink tests the validateSink function with different sink configurations.
+func TestValidateSink(t *testing.T) {
+	onFailFallback := dfv1.OnFailureFallback
+	tests := []struct {
+		name          string
+		sink          dfv1.Sink
+		expectedError bool
+	}{
+		{
+			name: "Valid configuration without needing fallback",
+			sink: dfv1.Sink{
+				RetryStrategy: dfv1.RetryStrategy{OnFailure: nil},
+			},
+			expectedError: false,
+		},
+		{
+			name: "Valid configuration with valid fallback",
+			sink: dfv1.Sink{
+				RetryStrategy: dfv1.RetryStrategy{OnFailure: &onFailFallback},
+				// represents a valid fallback sink
+				Fallback: &dfv1.AbstractSink{
+					UDSink: &dfv1.UDSink{},
+				},
+			},
+			expectedError: false,
+		},
+		{
+			name: "Valid configuration with invalid fallback - no UDSink",
+			sink: dfv1.Sink{
+				RetryStrategy: dfv1.RetryStrategy{OnFailure: &onFailFallback},
+				Fallback:      &dfv1.AbstractSink{}, // represents a valid fallback sink
+			},
+			expectedError: true,
+		},
+		{
+			name: "Invalid configuration, fallback needed but not provided",
+			sink: dfv1.Sink{
+				RetryStrategy: dfv1.RetryStrategy{OnFailure: &onFailFallback},
+				Fallback:      nil,
+			},
+			expectedError: true,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			// Run the validation function
+			err := validateSink(tt.sink)
+			// Check if an error was expected or not
+			if (err != nil) != tt.expectedError {
+				t.Errorf("%s: validateSink() error = %v, wantErr %v", tt.name, err, tt.expectedError)
+			}
+		})
+	}
+}
+
+func TestIsValidSinkRetryStrategy(t *testing.T) {
+	zeroSteps := uint32(0)
+	tests := []struct {
+		name     string
+		sink     dfv1.Sink
+		strategy dfv1.RetryStrategy
+		wantErr  bool
+	}{
+		{
+			name: "valid strategy with fallback configured",
+			sink: dfv1.Sink{Fallback: &dfv1.AbstractSink{
+				UDSink: &dfv1.UDSink{},
+			}},
+			strategy: dfv1.RetryStrategy{
+				OnFailure: func() *dfv1.OnFailureRetryStrategy { str := dfv1.OnFailureFallback; return &str }(),
+			},
+			wantErr: false,
+		},
+		{
+			name: "invalid valid strategy with fallback not configured properly",
+			sink: dfv1.Sink{Fallback: &dfv1.AbstractSink{}},
+			strategy: dfv1.RetryStrategy{
+				OnFailure: func() *dfv1.OnFailureRetryStrategy { str := dfv1.OnFailureFallback; return &str }(),
+			},
+			wantErr: true,
+		},
+		{
+			name: "invalid strategy with no fallback configured",
+			sink: dfv1.Sink{},
+			strategy: dfv1.RetryStrategy{
+				OnFailure: func() *dfv1.OnFailureRetryStrategy { str := dfv1.OnFailureFallback; return &str }(),
+			},
+			wantErr: true,
+		},
+		{
+			name: "valid strategy with drop and no fallback needed",
+			sink: dfv1.Sink{},
+			strategy: dfv1.RetryStrategy{
+				OnFailure: func() *dfv1.OnFailureRetryStrategy { str := dfv1.OnFailureDrop; return &str }(),
+			},
+			wantErr: false,
+		},
+		{
+			name: "invalid strategy with 0 steps",
+			sink: dfv1.Sink{},
+			strategy: dfv1.RetryStrategy{
+				BackOff: &dfv1.Backoff{
+					Steps: &zeroSteps,
+				},
+				OnFailure: func() *dfv1.OnFailureRetryStrategy { str := dfv1.OnFailureDrop; return &str }(),
+			},
+			wantErr: true,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			tt.sink.RetryStrategy = tt.strategy
+			ok := HasValidSinkRetryStrategy(tt.sink)
+			if (!ok) != tt.wantErr {
+				t.Errorf("isValidSinkRetryStrategy() got = %v, want %v", ok, tt.wantErr)
+			}
+		})
+	}
+}
diff --git a/pkg/sinks/forward/forward.go b/pkg/sinks/forward/forward.go
index acddb40567..ad53b5fa51 100644
--- a/pkg/sinks/forward/forward.go
+++ b/pkg/sinks/forward/forward.go
@@ -54,6 +54,7 @@ type DataForward struct {
 	vertexName          string
 	pipelineName        string
 	vertexReplica       int32
+	sinkRetryStrategy   dfv1.RetryStrategy
 	// idleManager manages the idle watermark status.
 	idleManager wmb.IdleManager
 	// wmbChecker checks if the idle watermark is valid.
@@ -98,6 +99,10 @@ func NewDataForward(
 		},
 		opts: *dOpts,
 	}
+	// add the sink retry strategy to the forward
+	if vertexInstance.Vertex.Spec.Sink != nil {
+		df.sinkRetryStrategy = vertexInstance.Vertex.Spec.Sink.RetryStrategy
+	}
 
 	// Add logger from parent ctx to child context.
 	df.ctx = logging.WithLogger(ctx, dOpts.logger)
@@ -357,82 +362,184 @@ func (df *DataForward) ackFromBuffer(ctx context.Context, offsets []isb.Offset)
 	return ctxClosedErr
 }
 
-// writeToSink forwards an array of messages to a sink and it is a blocking call it keeps retrying until shutdown has been initiated.
-func (df *DataForward) writeToSink(ctx context.Context, sinkWriter sinker.SinkWriter, messages []isb.Message, isFbSinkWriter bool) ([]isb.Offset, []isb.Message, error) {
+// writeToSink forwards an array of messages to a sink and it is a blocking call it keeps retrying
+// until shutdown has been initiated. The function also evaluates whether to use a fallback sink based
+// on the error and configuration.
+func (df *DataForward) writeToSink(ctx context.Context, sinkWriter sinker.SinkWriter, messagesToTry []isb.Message, isFbSinkWriter bool) ([]isb.Offset, []isb.Message, error) {
 	var (
-		err        error
-		writeCount int
-		writeBytes float64
+		err              error
+		writeCount       int
+		writeBytes       float64
+		fallbackMessages []isb.Message
 	)
-	writeOffsets := make([]isb.Offset, 0, len(messages))
-	var fallbackMessages []isb.Message
+	// slice to store the successful offsets returned by the sink
+	writeOffsets := make([]isb.Offset, 0, len(messagesToTry))
+
+	// extract the backOff conditions and failStrategy for the retry logic,
+	// when the isFbSinkWriter is true, we use an infinite retry
+	backoffCond, failStrategy := df.getBackOffConditions(isFbSinkWriter)
 
+	// The loop will continue trying to write messages until they are all processed
+	// or an unrecoverable error occurs.
 	for {
-		_writeOffsets, errs := sinkWriter.Write(ctx, messages)
-		// Note: this is an unwanted memory allocation during a happy path. We want only minimal allocation since using failedMessages is an unlikely path.
-		var failedMessages []isb.Message
-		needRetry := false
-		for idx, msg := range messages {
-
-			if err = errs[idx]; err != nil {
-				// if we are asked to write to fallback sink, check if the fallback sink is configured,
-				// and we are not already in the fallback sink write path.
-				if errors.Is(err, &udsink.WriteToFallbackErr) && df.opts.fbSinkWriter != nil && !isFbSinkWriter {
-					fallbackMessages = append(fallbackMessages, msg)
-					continue
-				}
+		err = wait.ExponentialBackoffWithContext(ctx, backoffCond, func(_ context.Context) (done bool, err error) {
+			// Note: this is an unwanted memory allocation during a happy path. We want only minimal allocation
+			// since using failedMessages is an unlikely path.
+			var failedMessages []isb.Message
+			needRetry := false
+			_writeOffsets, errs := sinkWriter.Write(ctx, messagesToTry)
+			for idx, msg := range messagesToTry {
+				if err = errs[idx]; err != nil {
+					// if we are asked to write to fallback sink, check if the fallback sink is configured,
+					// and we are not already in the fallback sink write path.
+					if errors.Is(err, &udsink.WriteToFallbackErr) && df.opts.fbSinkWriter != nil && !isFbSinkWriter {
+						fallbackMessages = append(fallbackMessages, msg)
+						continue
+					}
 
-				// if we are asked to write to fallback but no fallback sink is configured, we will retry the messages to the same sink
-				if errors.Is(err, &udsink.WriteToFallbackErr) && df.opts.fbSinkWriter == nil {
-					df.opts.logger.Error("Asked to write to fallback but no fallback sink is configured, retrying the message to the same sink")
-				}
+					// if we are asked to write to fallback but no fallback sink is configured, we will retry the messages to the same sink
+					if errors.Is(err, &udsink.WriteToFallbackErr) && df.opts.fbSinkWriter == nil {
+						df.opts.logger.Error("Asked to write to fallback but no fallback sink is configured, retrying the message to the same sink")
+					}
 
-				// if we are asked to write to fallback sink inside the fallback sink, we will retry the messages to the fallback sink
-				if errors.Is(err, &udsink.WriteToFallbackErr) && isFbSinkWriter {
-					df.opts.logger.Error("Asked to write to fallback sink inside the fallback sink, retrying the message to fallback sink")
-				}
+					// if we are asked to write to fallback sink inside the fallback sink, we will retry the messages to the fallback sink
+					if errors.Is(err, &udsink.WriteToFallbackErr) && isFbSinkWriter {
+						df.opts.logger.Error("Asked to write to fallback sink inside the fallback sink, retrying the message to fallback sink")
+					}
 
-				needRetry = true
-				// we retry only failed messages
-				failedMessages = append(failedMessages, msg)
-				metrics.WriteMessagesError.With(map[string]string{metrics.LabelVertex: df.vertexName, metrics.LabelPipeline: df.pipelineName, metrics.LabelVertexType: string(dfv1.VertexTypeSink), metrics.LabelVertexReplicaIndex: strconv.Itoa(int(df.vertexReplica)), metrics.LabelPartitionName: sinkWriter.GetName()}).Inc()
-				// a shutdown can break the blocking loop caused due to InternalErr
-				if ok, _ := df.IsShuttingDown(); ok {
-					metrics.PlatformError.With(map[string]string{metrics.LabelVertex: df.vertexName, metrics.LabelPipeline: df.pipelineName, metrics.LabelVertexType: string(dfv1.VertexTypeSink), metrics.LabelVertexReplicaIndex: strconv.Itoa(int(df.vertexReplica))}).Inc()
-					return nil, nil, fmt.Errorf("writeToSink failed, Stop called while stuck on an internal error with failed messages:%d, %v", len(failedMessages), errs)
-				}
-			} else {
-				writeCount++
-				writeBytes += float64(len(msg.Payload))
-				// we support write offsets only for jetstream
-				if _writeOffsets != nil {
-					writeOffsets = append(writeOffsets, _writeOffsets[idx])
+					needRetry = true
+
+					// TODO(Retry-Sink) : Propagate the retry-count?
+					// we retry only failed message
+					failedMessages = append(failedMessages, msg)
+
+					// increment the error metric
+					df.incrementErrorMetric(sinkWriter.GetName(), isFbSinkWriter)
+
+					// a shutdown can break the blocking loop caused due to InternalErr
+					if ok, _ := df.IsShuttingDown(); ok {
+						metrics.PlatformError.With(map[string]string{metrics.LabelVertex: df.vertexName, metrics.LabelPipeline: df.pipelineName, metrics.LabelVertexType: string(dfv1.VertexTypeSink), metrics.LabelVertexReplicaIndex: strconv.Itoa(int(df.vertexReplica))}).Inc()
+						return true, fmt.Errorf("writeToSink failed, Stop called while stuck on an internal error with failed messages:%d, %v", len(failedMessages), errs)
+					}
+				} else {
+					writeCount++
+					writeBytes += float64(len(msg.Payload))
+					// we support write offsets only for jetstream
+					if _writeOffsets != nil {
+						writeOffsets = append(writeOffsets, _writeOffsets[idx])
+					}
 				}
 			}
+			// set messages to failedMessages, in case of success this should be empty
+			// While checking for retry we see the length of the messages left
+			messagesToTry = failedMessages
+			if needRetry {
+				df.opts.logger.Errorw("Retrying failed messages",
+					zap.Any("errors", errorArrayToMap(errs)),
+					zap.String(metrics.LabelPipeline, df.pipelineName),
+					zap.String(metrics.LabelVertex, df.vertexName),
+					zap.String(metrics.LabelPartitionName, sinkWriter.GetName()),
+				)
+				return false, nil
+			}
+			return true, nil
+		})
+		// If we exited out of the loop and it was due to a forced shutdown we should exit
+		// TODO(Retry-Sink): Check for ctx done separately? That should be covered in shutdown
+		if ok, _ := df.IsShuttingDown(); err != nil && ok {
+			return nil, nil, err
 		}
-
-		if needRetry {
-			df.opts.logger.Errorw("Retrying failed messages",
-				zap.Any("errors", errorArrayToMap(errs)),
-				zap.String(metrics.LabelPipeline, df.pipelineName),
-				zap.String(metrics.LabelVertex, df.vertexName),
-				zap.String(metrics.LabelPartitionName, sinkWriter.GetName()),
-			)
-			// set messages to failed for the retry
-			messages = failedMessages
-			// TODO: implement retry with backoff etc.
-			time.Sleep(df.opts.retryInterval)
-		} else {
+		// Check what actions are required once the writing loop is completed
+		// Break if no further action is required
+		if !df.handlePostRetryFailures(&messagesToTry, failStrategy, &fallbackMessages, sinkWriter) {
 			break
 		}
 	}
-
-	metrics.WriteMessagesCount.With(map[string]string{metrics.LabelVertex: df.vertexName, metrics.LabelPipeline: df.pipelineName, metrics.LabelVertexType: string(dfv1.VertexTypeSink), metrics.LabelVertexReplicaIndex: strconv.Itoa(int(df.vertexReplica)), metrics.LabelPartitionName: sinkWriter.GetName()}).Add(float64(writeCount))
-	metrics.WriteBytesCount.With(map[string]string{metrics.LabelVertex: df.vertexName, metrics.LabelPipeline: df.pipelineName, metrics.LabelVertexType: string(dfv1.VertexTypeSink), metrics.LabelVertexReplicaIndex: strconv.Itoa(int(df.vertexReplica)), metrics.LabelPartitionName: sinkWriter.GetName()}).Add(writeBytes)
+	// update the write metrics for sink
+	df.updateSinkWriteMetrics(writeCount, writeBytes, sinkWriter.GetName(), isFbSinkWriter)
 
 	return writeOffsets, fallbackMessages, nil
 }
 
+// handlePostRetryFailures deals with the scenarios after retries are exhausted.
+// It returns true if we need to continue retrying else returns false when no further writes are required
+func (df *DataForward) handlePostRetryFailures(messagesToTry *[]isb.Message, failStrategy dfv1.OnFailureRetryStrategy, fallbackMessages *[]isb.Message,
+	sinkWriter sinker.SinkWriter) bool {
+
+	// Check if we still have messages left to be processed
+	if len(*messagesToTry) > 0 {
+
+		df.opts.logger.Infof("Retries exhausted in sink, messagesLeft %d, Next strategy %s",
+			len(*messagesToTry), failStrategy)
+
+		// Check what is the failure strategy to be followed after retry exhaustion
+		switch failStrategy {
+		case dfv1.OnFailureRetry:
+			// If on failure, we keep on retrying then lets continue the loop and try all again
+			return true
+		case dfv1.OnFailureFallback:
+			// If onFail we have to divert messages to fallback, lets add all failed messages to fallback slice
+			*fallbackMessages = append(*fallbackMessages, *messagesToTry...)
+		case dfv1.OnFailureDrop:
+			// If on fail we want to Drop in that case lets not retry further
+			df.opts.logger.Info("Dropping the failed messages after retry in the Sink")
+			// Update the drop metric count with the messages left
+			metrics.DropMessagesCount.With(map[string]string{
+				metrics.LabelVertex:             df.vertexName,
+				metrics.LabelPipeline:           df.pipelineName,
+				metrics.LabelVertexType:         string(dfv1.VertexTypeSink),
+				metrics.LabelVertexReplicaIndex: strconv.Itoa(int(df.vertexReplica)),
+				metrics.LabelPartitionName:      sinkWriter.GetName(),
+				metrics.LabelReason:             "retries exhausted in the Sink",
+			}).Add(float64(len(*messagesToTry)))
+		}
+	}
+	return false
+}
+
+// updateSinkWriteMetrics updates metrics related to data writes to a sink.
+// Metrics are updated based on whether the operation involves the primary or fallback sink.
+func (df *DataForward) updateSinkWriteMetrics(writeCount int, writeBytes float64, sinkWriterName string, isFallback bool) {
+	// Define labels to keep track of the data related to the specific operation
+	labels := map[string]string{
+		metrics.LabelVertex:             df.vertexName,
+		metrics.LabelPipeline:           df.pipelineName,
+		metrics.LabelVertexType:         string(dfv1.VertexTypeSink),
+		metrics.LabelVertexReplicaIndex: strconv.Itoa(int(df.vertexReplica)),
+		metrics.LabelPartitionName:      sinkWriterName,
+	}
+
+	// Increment the metrics for message count and bytes
+	metrics.WriteMessagesCount.With(labels).Add(float64(writeCount))
+	metrics.WriteBytesCount.With(labels).Add(writeBytes)
+
+	// if this is for Fallback Sink, increment specific metrics as well
+	if isFallback {
+		metrics.FbSinkWriteMessagesCount.With(labels).Add(float64(writeCount))
+		metrics.FbSinkWriteBytesCount.With(labels).Add(writeBytes)
+	}
+}
+
+// incrementErrorMetric updates the appropriate error metric based on whether the operation involves a fallback sink.
+func (df *DataForward) incrementErrorMetric(sinkWriter string, isFbSinkWriter bool) {
+	// Define labels to keep track of the data related to the specific operation
+	labels := map[string]string{
+		metrics.LabelVertex:             df.vertexName,
+		metrics.LabelPipeline:           df.pipelineName,
+		metrics.LabelVertexType:         string(dfv1.VertexTypeSink),
+		metrics.LabelVertexReplicaIndex: strconv.Itoa(int(df.vertexReplica)),
+		metrics.LabelPartitionName:      sinkWriter,
+	}
+
+	// Increment the selected metric and attach labels to provide detailed context:
+	metrics.WriteMessagesError.With(labels).Inc()
+
+	// Increment fallback specific metric if fallback mode
+	if isFbSinkWriter {
+		metrics.FbSinkWriteMessagesError.With(labels).Inc()
+	}
+}
+
 // errorArrayToMap summarizes an error array to map
 func errorArrayToMap(errs []error) map[string]int64 {
 	result := make(map[string]int64)
@@ -443,3 +550,16 @@ func errorArrayToMap(errs []error) map[string]int64 {
 	}
 	return result
 }
+
+// getBackOffConditions configures the retry backoff strategy based on whether its a fallbackSink or primary sink.
+func (df *DataForward) getBackOffConditions(isFallbackSink bool) (wait.Backoff, dfv1.OnFailureRetryStrategy) {
+	// If we want for isFallbackSink we will return an infinite retry which will keep retrying post exhaustion till it succeeds
+	if isFallbackSink {
+		return wait.Backoff{
+			Duration: dfv1.DefaultRetryInterval,
+			Steps:    dfv1.DefaultRetrySteps,
+		}, dfv1.OnFailureRetry
+	}
+	// Initial interval duration and number of retries are taken from DataForward settings.
+	return df.sinkRetryStrategy.GetBackoff(), df.sinkRetryStrategy.GetOnFailureRetryStrategy()
+}
diff --git a/pkg/sinks/forward/options.go b/pkg/sinks/forward/options.go
index f18dbe2620..afb6d1f37b 100644
--- a/pkg/sinks/forward/options.go
+++ b/pkg/sinks/forward/options.go
@@ -17,8 +17,6 @@ limitations under the License.
 package forward
 
 import (
-	"time"
-
 	"go.uber.org/zap"
 
 	dfv1 "github.com/numaproj/numaflow/pkg/apis/numaflow/v1alpha1"
@@ -33,8 +31,6 @@ type options struct {
 	readBatchSize int64
 	// sinkConcurrency sets the concurrency for concurrent processing
 	sinkConcurrency int
-	// retryInterval is the time.Duration to sleep before retrying
-	retryInterval time.Duration
 	// fbSinkWriter is the writer for the fallback sink
 	fbSinkWriter sinker.SinkWriter
 	// logger is used to pass the logger variable
@@ -49,7 +45,6 @@ func DefaultOptions() *options {
 	return &options{
 		readBatchSize:   dfv1.DefaultReadBatchSize,
 		sinkConcurrency: dfv1.DefaultReadBatchSize,
-		retryInterval:   time.Millisecond,
 		logger:          logging.NewLogger(),
 	}
 }
@@ -70,14 +65,6 @@ func WithSinkConcurrency(f int) Option {
 	}
 }
 
-// WithRetryInterval sets the retry interval
-func WithRetryInterval(f time.Duration) Option {
-	return func(o *options) error {
-		o.retryInterval = time.Duration(f)
-		return nil
-	}
-}
-
 // WithLogger is used to return logger information
 func WithLogger(l *zap.SugaredLogger) Option {
 	return func(o *options) error {
diff --git a/rust/Cargo.lock b/rust/Cargo.lock
index 4e3ba1085b..6b34934210 100644
--- a/rust/Cargo.lock
+++ b/rust/Cargo.lock
@@ -1473,6 +1473,7 @@ dependencies = [
  "bytes",
  "chrono",
  "hyper-util",
+ "kube",
  "numaflow 0.1.0 (git+https://github.com/numaproj/numaflow-rs.git?branch=main)",
  "numaflow-models",
  "once_cell",
diff --git a/rust/monovertex/Cargo.toml b/rust/monovertex/Cargo.toml
index 00c51e6e9a..90ddc5cbec 100644
--- a/rust/monovertex/Cargo.toml
+++ b/rust/monovertex/Cargo.toml
@@ -33,6 +33,7 @@ pep440_rs = "0.6.6"
 backoff = { path = "../backoff" }
 parking_lot = "0.12.3"
 prometheus-client = "0.22.3"
+kube = "0.93.1"
 
 [dev-dependencies]
 tempfile = "3.11.0"
diff --git a/rust/monovertex/src/config.rs b/rust/monovertex/src/config.rs
index 00f966b9bc..d1450500be 100644
--- a/rust/monovertex/src/config.rs
+++ b/rust/monovertex/src/config.rs
@@ -4,7 +4,7 @@ use std::sync::OnceLock;
 use base64::prelude::BASE64_STANDARD;
 use base64::Engine;
 
-use numaflow_models::models::MonoVertex;
+use numaflow_models::models::{Backoff, MonoVertex, RetryStrategy};
 
 use crate::error::Error;
 
@@ -17,8 +17,9 @@ const DEFAULT_LAG_CHECK_INTERVAL_IN_SECS: u16 = 5;
 const DEFAULT_LAG_REFRESH_INTERVAL_IN_SECS: u16 = 3;
 const DEFAULT_BATCH_SIZE: u64 = 500;
 const DEFAULT_TIMEOUT_IN_MS: u32 = 1000;
-const DEFAULT_MAX_SINK_RETRY_ATTEMPTS: u16 = 10;
+const DEFAULT_MAX_SINK_RETRY_ATTEMPTS: u16 = u16::MAX;
 const DEFAULT_SINK_RETRY_INTERVAL_IN_MS: u32 = 1;
+const DEFAULT_SINK_RETRY_ON_FAIL_STRATEGY: &str = "retry";
 
 pub fn config() -> &'static Settings {
     static CONF: OnceLock<Settings> = OnceLock::new();
@@ -43,10 +44,22 @@ pub struct Settings {
     pub lag_refresh_interval_in_secs: u16,
     pub sink_max_retry_attempts: u16,
     pub sink_retry_interval_in_ms: u32,
+    pub sink_retry_on_fail_strategy: String,
+    pub sink_default_retry_strategy: RetryStrategy,
 }
 
 impl Default for Settings {
     fn default() -> Self {
+        // Create a default retry strategy from defined constants
+        let default_retry_strategy = RetryStrategy {
+            backoff: Option::from(Box::from(Backoff {
+                interval: Option::from(kube::core::Duration::from(
+                    std::time::Duration::from_millis(DEFAULT_SINK_RETRY_INTERVAL_IN_MS as u64),
+                )),
+                steps: Option::from(DEFAULT_MAX_SINK_RETRY_ATTEMPTS as i64),
+            })),
+            on_failure: Option::from(DEFAULT_SINK_RETRY_ON_FAIL_STRATEGY.to_string()),
+        };
         Self {
             mono_vertex_name: "default".to_string(),
             replica: 0,
@@ -60,6 +73,8 @@ impl Default for Settings {
             lag_refresh_interval_in_secs: DEFAULT_LAG_REFRESH_INTERVAL_IN_SECS,
             sink_max_retry_attempts: DEFAULT_MAX_SINK_RETRY_ATTEMPTS,
             sink_retry_interval_in_ms: DEFAULT_SINK_RETRY_INTERVAL_IN_MS,
+            sink_retry_on_fail_strategy: DEFAULT_SINK_RETRY_ON_FAIL_STRATEGY.to_string(),
+            sink_default_retry_strategy: default_retry_strategy,
         }
     }
 }
@@ -113,9 +128,56 @@ impl Settings {
             settings.is_fallback_enabled = mono_vertex_obj
                 .spec
                 .sink
+                .as_deref()
                 .ok_or(Error::ConfigError("Sink not found".to_string()))?
                 .fallback
                 .is_some();
+
+            if let Some(retry_strategy) = mono_vertex_obj
+                .spec
+                .sink
+                .expect("sink should not be empty")
+                .retry_strategy
+            {
+                if let Some(sink_backoff) = retry_strategy.clone().backoff {
+                    // Set the max retry attempts and retry interval using direct reference
+                    settings.sink_retry_interval_in_ms = sink_backoff
+                        .clone()
+                        .interval
+                        .map(|x| std::time::Duration::from(x).as_millis() as u32)
+                        .unwrap_or(DEFAULT_SINK_RETRY_INTERVAL_IN_MS);
+
+                    settings.sink_max_retry_attempts = sink_backoff
+                        .clone()
+                        .steps
+                        .map(|x| x as u16)
+                        .unwrap_or(DEFAULT_MAX_SINK_RETRY_ATTEMPTS);
+
+                    // We do not allow 0 attempts to write to sink
+                    if settings.sink_max_retry_attempts == 0 {
+                        return Err(Error::ConfigError(
+                            "Retry Strategy given with 0 retry attempts".to_string(),
+                        ));
+                    }
+                }
+
+                // Set the retry strategy using a direct reference whenever possible
+                settings.sink_retry_on_fail_strategy = retry_strategy
+                    .on_failure
+                    .clone()
+                    .unwrap_or_else(|| DEFAULT_SINK_RETRY_ON_FAIL_STRATEGY.to_string());
+
+                // check if the sink retry strategy is set to fallback and there is no fallback sink configured
+                // then we should return an error
+                if settings.sink_retry_on_fail_strategy == "fallback"
+                    && !settings.is_fallback_enabled
+                {
+                    return Err(Error::ConfigError(
+                        "Retry Strategy given as fallback but Fallback sink not configured"
+                            .to_string(),
+                    ));
+                }
+            }
         }
 
         settings.grpc_max_message_size = env::var(ENV_GRPC_MAX_MESSAGE_SIZE)
@@ -136,31 +198,213 @@ impl Settings {
 
 #[cfg(test)]
 mod tests {
-    use std::env;
-
     use super::*;
+    use serde_json::json;
+    use std::env;
 
     #[test]
-    fn test_settings_load() {
-        // Set up environment variables
-        unsafe {
-            env::set_var(ENV_MONO_VERTEX_OBJ, "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");
-            env::set_var(ENV_GRPC_MAX_MESSAGE_SIZE, "128000000");
-        };
+    fn test_settings_load_combined() {
+        // Define all JSON test configurations in separate scopes to use them distinctively
+        {
+            let json_data = json!({
+                "metadata": {
+                    "name": "simple-mono-vertex",
+                    "namespace": "default",
+                    "creationTimestamp": null
+                },
+                "spec": {
+                    "replicas": 0,
+                    "source": {
+                        "transformer": {
+                            "container": {
+                                "image": "xxxxxxx",
+                                "resources": {}
+                            },
+                            "builtin": null
+                        },
+                        "udsource": {
+                            "container": {
+                                "image": "xxxxxxx",
+                                "resources": {}
+                            }
+                        }
+                    },
+                    "sink": {
+                        "udsink": {
+                            "container": {
+                                "image": "xxxxxx",
+                                "resources": {}
+                            }
+                        }
+                    },
+                    "limits": {
+                        "readBatchSize": 500,
+                        "readTimeout": "1s"
+                    },
+                    "scale": {},
+                    "status": {
+                        "replicas": 0,
+                        "lastUpdated": null,
+                        "lastScaledAt": null
+                    }
+                }
+            });
+            let json_str = json_data.to_string();
+            let encoded_json = BASE64_STANDARD.encode(json_str);
+            env::set_var(ENV_MONO_VERTEX_OBJ, encoded_json);
 
-        // Load settings
-        let settings = Settings::load().unwrap();
+            // Execute and verify
+            let settings = Settings::load().unwrap();
+            assert_eq!(settings.mono_vertex_name, "simple-mono-vertex");
+            env::remove_var(ENV_MONO_VERTEX_OBJ);
+        }
 
-        // Verify settings
-        assert_eq!(settings.mono_vertex_name, "simple-mono-vertex");
-        assert_eq!(settings.batch_size, 500);
-        assert_eq!(settings.timeout_in_ms, 1000);
-        assert_eq!(settings.grpc_max_message_size, 128000000);
+        {
+            // Test Retry Strategy Load
+            let json_data = json!({
+                "metadata": {
+                    "name": "simple-mono-vertex",
+                    "namespace": "default",
+                    "creationTimestamp": null
+                },
+                "spec": {
+                    "replicas": 0,
+                    "source": {
+                        "udsource": {
+                            "container": {
+                                "image": "xxxxxxx",
+                                "resources": {}
+                            }
+                        }
+                    },
+                    "sink": {
+                        "udsink": {
+                            "container": {
+                                "image": "xxxxxx",
+                                "resources": {}
+                            }
+                        },
+                        "retryStrategy": {
+                            "backoff": {
+                                "interval": "1s",
+                                "steps": 5
+                            },
+                        },
+                    },
+                    "limits": {
+                        "readBatchSize": 500,
+                        "readTimeout": "1s"
+                    },
+                }
+            });
+            let json_str = json_data.to_string();
+            let encoded_json = BASE64_STANDARD.encode(json_str);
+            env::set_var(ENV_MONO_VERTEX_OBJ, encoded_json);
 
-        // Clean up environment variables
-        unsafe {
+            // Execute and verify
+            let settings = Settings::load().unwrap();
+            assert_eq!(settings.sink_retry_on_fail_strategy, "retry");
+            assert_eq!(settings.sink_max_retry_attempts, 5);
+            assert_eq!(settings.sink_retry_interval_in_ms, 1000);
             env::remove_var(ENV_MONO_VERTEX_OBJ);
-            env::remove_var(ENV_GRPC_MAX_MESSAGE_SIZE);
-        };
+        }
+
+        {
+            // Test Error Case: Retry Strategy Fallback without Fallback Sink
+            let json_data = json!({
+                "metadata": {
+                    "name": "simple-mono-vertex",
+                    "namespace": "default",
+                    "creationTimestamp": null
+                },
+                "spec": {
+                    "replicas": 0,
+                    "source": {
+                        "udsource": {
+                            "container": {
+                                "image": "xxxxxxx",
+                                "resources": {}
+                            }
+                        }
+                    },
+                    "sink": {
+                        "udsink": {
+                            "container": {
+                                "image": "xxxxxx",
+                                "resources": {}
+                            }
+                        },
+                        "retryStrategy": {
+                            "backoff": {
+                                "interval": "1s",
+                                "steps": 5
+                            },
+                            "onFailure": "fallback"
+                        },
+                    },
+                    "limits": {
+                        "readBatchSize": 500,
+                        "readTimeout": "1s"
+                    },
+                }
+            });
+            let json_str = json_data.to_string();
+            let encoded_json = BASE64_STANDARD.encode(json_str);
+            env::set_var(ENV_MONO_VERTEX_OBJ, encoded_json);
+
+            // Execute and verify
+            assert!(Settings::load().is_err());
+            env::remove_var(ENV_MONO_VERTEX_OBJ);
+        }
+
+        {
+            // Test Error Case: Retry Strategy with 0 Retry Attempts
+            let json_data = json!({
+                "metadata": {
+                    "name": "simple-mono-vertex",
+                    "namespace": "default",
+                    "creationTimestamp": null
+                },
+                "spec": {
+                    "replicas": 0,
+                    "source": {
+                        "udsource": {
+                            "container": {
+                                "image": "xxxxxxx",
+                                "resources": {}
+                            }
+                        }
+                    },
+                    "sink": {
+                        "udsink": {
+                            "container": {
+                                "image": "xxxxxx",
+                                "resources": {}
+                            }
+                        },
+                        "retryStrategy": {
+                            "backoff": {
+                                "interval": "1s",
+                                "steps": 0
+                            },
+                            "onFailure": "retry"
+                        },
+                    },
+                    "limits": {
+                        "readBatchSize": 500,
+                        "readTimeout": "1s"
+                    },
+                }
+            });
+            let json_str = json_data.to_string();
+            let encoded_json = BASE64_STANDARD.encode(json_str);
+            env::set_var(ENV_MONO_VERTEX_OBJ, encoded_json);
+
+            // Execute and verify
+            assert!(Settings::load().is_err());
+            env::remove_var(ENV_MONO_VERTEX_OBJ);
+        }
+        // General cleanup
+        env::remove_var(ENV_GRPC_MAX_MESSAGE_SIZE);
     }
 }
diff --git a/rust/monovertex/src/forwarder.rs b/rust/monovertex/src/forwarder.rs
index 8efe16c844..0f55268576 100644
--- a/rust/monovertex/src/forwarder.rs
+++ b/rust/monovertex/src/forwarder.rs
@@ -1,3 +1,5 @@
+use std::collections::HashMap;
+
 use crate::config::config;
 use crate::error::{Error, Result};
 use crate::message::{Message, Offset};
@@ -7,7 +9,6 @@ use crate::sink::{proto, SinkClient};
 use crate::source::SourceClient;
 use crate::transformer::TransformerClient;
 use chrono::Utc;
-use std::collections::HashMap;
 use tokio::task::JoinSet;
 use tokio::time::sleep;
 use tokio_util::sync::CancellationToken;
@@ -222,67 +223,43 @@ impl Forwarder {
         // we will overwrite this vec with failed messages and will keep retrying.
         let mut messages_to_send = messages;
 
-        while attempts <= config().sink_max_retry_attempts {
-            let start_time = tokio::time::Instant::now();
-            match self.sink_client.sink_fn(messages_to_send.clone()).await {
-                Ok(response) => {
-                    debug!(
-                        attempts = attempts,
-                        "Sink latency - {}ms",
-                        start_time.elapsed().as_millis()
-                    );
-                    attempts += 1;
-
-                    // create a map of id to result, since there is no strict requirement
-                    // for the udsink to return the results in the same order as the requests
-                    let result_map: HashMap<_, _> = response
-                        .results
-                        .iter()
-                        .map(|result| (result.id.clone(), result))
-                        .collect();
-
-                    error_map.clear();
-                    // drain all the messages that were successfully written
-                    // and keep only the failed messages to send again
-                    // construct the error map for the failed messages
-                    messages_to_send.retain(|msg| {
-                        if let Some(result) = result_map.get(&msg.id) {
-                            return if result.status == proto::Status::Success as i32 {
-                                false
-                            } else if result.status == proto::Status::Fallback as i32 {
-                                fallback_msgs.push(msg.clone()); // add to fallback messages
-                                false
-                            } else {
-                                *error_map.entry(result.err_msg.clone()).or_insert(0) += 1;
-                                true
-                            };
-                        }
-                        false
-                    });
-
-                    // if all messages are successfully written, break the loop
-                    if messages_to_send.is_empty() {
-                        break;
-                    }
-
-                    warn!(
-                        "Retry attempt {} due to retryable error. Errors: {:?}",
-                        attempts, error_map
-                    );
-                    sleep(tokio::time::Duration::from_millis(
-                        config().sink_retry_interval_in_ms as u64,
-                    ))
+        // only breaks out of this loop based on the retry strategy unless all the messages have been written to sink
+        // successfully.
+        loop {
+            while attempts < config().sink_max_retry_attempts {
+                let status = self
+                    .write_to_sink_once(&mut error_map, &mut fallback_msgs, &mut messages_to_send)
                     .await;
+                match status {
+                    Ok(true) => break,
+                    Ok(false) => {
+                        attempts += 1;
+                        warn!(
+                            "Retry attempt {} due to retryable error. Errors: {:?}",
+                            attempts, error_map
+                        );
+                    }
+                    Err(e) => Err(e)?,
                 }
-                Err(e) => return Err(e),
             }
-        }
 
-        if !messages_to_send.is_empty() {
-            return Err(Error::SinkError(format!(
-                "Failed to sink messages after {} attempts. Errors: {:?}",
-                attempts, error_map
-            )));
+            // If after the retries we still have messages to process, handle the post retry failures
+            let need_retry = self.handle_sink_post_retry(
+                &mut attempts,
+                &mut error_map,
+                &mut fallback_msgs,
+                &mut messages_to_send,
+            );
+            match need_retry {
+                // if we are done with the messages, break the loop
+                Ok(false) => break,
+                // if we need to retry, reset the attempts and error_map
+                Ok(true) => {
+                    attempts = 0;
+                    error_map.clear();
+                }
+                Err(e) => Err(e)?,
+            }
         }
 
         // If there are fallback messages, write them to the fallback sink
@@ -294,6 +271,9 @@ impl Forwarder {
             .sink_time
             .get_or_create(&self.common_labels)
             .observe(start_time_e2e.elapsed().as_micros() as f64);
+
+        // update the metric for number of messages written to the sink
+        // this included primary and fallback sink
         forward_metrics()
             .sink_write_total
             .get_or_create(&self.common_labels)
@@ -301,6 +281,122 @@ impl Forwarder {
         Ok(())
     }
 
+    /// Handles the post retry failures based on the configured strategy,
+    /// returns true if we need to retry, else false.
+    fn handle_sink_post_retry(
+        &mut self,
+        attempts: &mut u16,
+        error_map: &mut HashMap<String, i32>,
+        fallback_msgs: &mut Vec<Message>,
+        messages_to_send: &mut Vec<Message>,
+    ) -> Result<bool> {
+        // if we are done with the messages, break the loop
+        if messages_to_send.is_empty() {
+            return Ok(false);
+        }
+        // check what is the failure strategy in the config
+        let strategy = config().sink_retry_on_fail_strategy.clone();
+        match strategy.as_str() {
+            // if we need to retry, return true
+            "retry" => {
+                warn!(
+                    "Using onFailure Retry, Retry attempts {} completed",
+                    attempts
+                );
+                return Ok(true);
+            }
+            // if we need to drop the messages, log and return false
+            "drop" => {
+                // log that we are dropping the messages as requested
+                warn!(
+                    "Dropping messages after {} attempts. Errors: {:?}",
+                    attempts, error_map
+                );
+                // update the metrics
+                forward_metrics()
+                    .dropped_total
+                    .get_or_create(&self.common_labels)
+                    .inc_by(messages_to_send.len() as u64);
+            }
+            // if we need to move the messages to the fallback, return false
+            "fallback" => {
+                // log that we are moving the messages to the fallback as requested
+                warn!(
+                    "Moving messages to fallback after {} attempts. Errors: {:?}",
+                    attempts, error_map
+                );
+                // move the messages to the fallback messages
+                fallback_msgs.append(messages_to_send);
+            }
+            // if the strategy is invalid, return an error
+            _ => {
+                return Err(Error::SinkError(format!(
+                    "Invalid sink retry on fail strategy: {}",
+                    strategy
+                )));
+            }
+        }
+        // if we are done with the messages, break the loop
+        Ok(false)
+    }
+
+    /// Writes to sink once and will return true if successful, else false. Please note that it
+    /// mutates is incoming fields.
+    async fn write_to_sink_once(
+        &mut self,
+        error_map: &mut HashMap<String, i32>,
+        fallback_msgs: &mut Vec<Message>,
+        messages_to_send: &mut Vec<Message>,
+    ) -> Result<bool> {
+        let start_time = tokio::time::Instant::now();
+        match self.sink_client.sink_fn(messages_to_send.clone()).await {
+            Ok(response) => {
+                debug!("Sink latency - {}ms", start_time.elapsed().as_millis());
+
+                // create a map of id to result, since there is no strict requirement
+                // for the udsink to return the results in the same order as the requests
+                let result_map: HashMap<_, _> = response
+                    .results
+                    .iter()
+                    .map(|result| (result.id.clone(), result))
+                    .collect();
+
+                error_map.clear();
+                // drain all the messages that were successfully written
+                // and keep only the failed messages to send again
+                // construct the error map for the failed messages
+                messages_to_send.retain(|msg| {
+                    if let Some(result) = result_map.get(&msg.id) {
+                        return if result.status == proto::Status::Success as i32 {
+                            false
+                        } else if result.status == proto::Status::Fallback as i32 {
+                            fallback_msgs.push(msg.clone()); // add to fallback messages
+                            false
+                        } else {
+                            *error_map.entry(result.err_msg.clone()).or_insert(0) += 1;
+                            true
+                        };
+                    }
+                    false
+                });
+
+                // if all messages are successfully written, break the loop
+                if messages_to_send.is_empty() {
+                    return Ok(true);
+                }
+
+                sleep(tokio::time::Duration::from_millis(
+                    config().sink_retry_interval_in_ms as u64,
+                ))
+                .await;
+
+                // we need to retry
+                return Ok(false);
+            }
+            Err(e) => return Err(e),
+        }
+    }
+
     // Writes the fallback messages to the fallback sink
     async fn handle_fallback_messages(&mut self, fallback_msgs: Vec<Message>) -> Result<()> {
         if self.fallback_client.is_none() {
@@ -316,8 +412,17 @@ impl Forwarder {
         // start with the original set of message to be sent.
         // we will overwrite this vec with failed messages and will keep retrying.
         let mut messages_to_send = fallback_msgs;
+        let fb_msg_count = messages_to_send.len() as u64;
+
+        let default_retry = config()
+            .sink_default_retry_strategy
+            .clone()
+            .backoff
+            .unwrap();
+        let max_attempts = default_retry.steps.unwrap();
+        let sleep_interval = default_retry.interval.unwrap();
 
-        while attempts <= config().sink_max_retry_attempts {
+        while attempts < max_attempts {
             let start_time = tokio::time::Instant::now();
             match fallback_client.sink_fn(messages_to_send.clone()).await {
                 Ok(fb_response) => {
@@ -375,22 +480,22 @@ impl Forwarder {
                         "Retry attempt {} due to retryable error. Errors: {:?}",
                         attempts, fallback_error_map
                     );
-                    sleep(tokio::time::Duration::from_millis(
-                        config().sink_retry_interval_in_ms as u64,
-                    ))
-                    .await;
+                    sleep(tokio::time::Duration::from(sleep_interval)).await;
                 }
                 Err(e) => return Err(e),
             }
         }
-
         if !messages_to_send.is_empty() {
             return Err(Error::SinkError(format!(
                 "Failed to write messages to fallback sink after {} attempts. Errors: {:?}",
                 attempts, fallback_error_map
             )));
         }
-
+        // increment the metric for the fallback sink write
+        forward_metrics()
+            .fbsink_write_total
+            .get_or_create(&self.common_labels)
+            .inc_by(fb_msg_count);
         Ok(())
     }
 
@@ -420,17 +525,18 @@ impl Forwarder {
 mod tests {
     use std::collections::HashSet;
 
-    use crate::error::Result;
-    use crate::forwarder::ForwarderBuilder;
-    use crate::sink::{SinkClient, SinkConfig};
-    use crate::source::{SourceClient, SourceConfig};
-    use crate::transformer::{TransformerClient, TransformerConfig};
     use chrono::Utc;
     use numaflow::source::{Message, Offset, SourceReadRequest};
     use numaflow::{sink, source, sourcetransform};
     use tokio::sync::mpsc::Sender;
     use tokio_util::sync::CancellationToken;
 
+    use crate::error::Result;
+    use crate::forwarder::ForwarderBuilder;
+    use crate::sink::{SinkClient, SinkConfig};
+    use crate::source::{SourceClient, SourceConfig};
+    use crate::transformer::{TransformerClient, TransformerConfig};
+
     struct SimpleSource {
         yet_to_be_acked: std::sync::RwLock<HashSet<String>>,
     }
@@ -768,13 +874,13 @@ mod tests {
 
         let forwarder_handle = tokio::spawn(async move {
             forwarder.start().await?;
-            Ok(())
+            Result::<()>::Ok(())
         });
 
         // Set a timeout for the forwarder
         let timeout_duration = tokio::time::Duration::from_secs(1);
+        // The future should not complete as we should be retrying
         let result = tokio::time::timeout(timeout_duration, forwarder_handle).await;
-        let result: Result<()> = result.expect("forwarder_handle timed out").unwrap();
         assert!(result.is_err());
 
         // stop the servers
diff --git a/rust/monovertex/src/metrics.rs b/rust/monovertex/src/metrics.rs
index dc5dfd6dc9..f6f5519765 100644
--- a/rust/monovertex/src/metrics.rs
+++ b/rust/monovertex/src/metrics.rs
@@ -44,8 +44,12 @@ const READ_TOTAL: &str = "monovtx_read";
 const READ_BYTES_TOTAL: &str = "monovtx_read_bytes";
 const ACK_TOTAL: &str = "monovtx_ack";
 const SINK_WRITE_TOTAL: &str = "monovtx_sink_write";
+const DROPPED_TOTAL: &str = "monovtx_dropped";
+const FALLBACK_SINK_WRITE_TOTAL: &str = "monovtx_fallback_sink_write";
+
 // pending as gauge
 const SOURCE_PENDING: &str = "monovtx_pending";
+
 // processing times as timers
 const E2E_TIME: &str = "monovtx_processing_time";
 const READ_TIME: &str = "monovtx_read_time";
@@ -100,8 +104,12 @@ pub struct MonoVtxMetrics {
     pub read_bytes_total: Family<Vec<(String, String)>, Counter>,
     pub ack_total: Family<Vec<(String, String)>, Counter>,
     pub sink_write_total: Family<Vec<(String, String)>, Counter>,
+    pub dropped_total: Family<Vec<(String, String)>, Counter>,
+    pub fbsink_write_total: Family<Vec<(String, String)>, Counter>,
+
     // gauge
     pub source_pending: Family<Vec<(String, String)>, Gauge>,
+
     // timers
     pub e2e_time: Family<Vec<(String, String)>, Histogram>,
     pub read_time: Family<Vec<(String, String)>, Histogram>,
@@ -118,6 +126,8 @@ impl MonoVtxMetrics {
             read_bytes_total: Family::<Vec<(String, String)>, Counter>::default(),
             ack_total: Family::<Vec<(String, String)>, Counter>::default(),
             sink_write_total: Family::<Vec<(String, String)>, Counter>::default(),
+            dropped_total: Family::<Vec<(String, String)>, Counter>::default(),
+            fbsink_write_total: Family::<Vec<(String, String)>, Counter>::default(),
             // gauge
             source_pending: Family::<Vec<(String, String)>, Gauge>::default(),
             // timers
@@ -160,6 +170,19 @@ impl MonoVtxMetrics {
             "A Counter to keep track of the total number of bytes read from the source",
             metrics.read_bytes_total.clone(),
         );
+
+        registry.register(
+            DROPPED_TOTAL,
+            "A Counter to keep track of the total number of messages dropped by the monovtx",
+            metrics.dropped_total.clone(),
+        );
+
+        registry.register(
+            FALLBACK_SINK_WRITE_TOTAL,
+            "A Counter to keep track of the total number of messages written to the fallback sink",
+            metrics.fbsink_write_total.clone(),
+        );
+
         // gauges
         registry.register(
             SOURCE_PENDING,
@@ -192,7 +215,6 @@ impl MonoVtxMetrics {
             "A Histogram to keep track of the total time taken to Write to the Sink, in microseconds",
             metrics.sink_time.clone(),
         );
-
         metrics
     }
 }
diff --git a/rust/numaflow-models/src/models/backoff.rs b/rust/numaflow-models/src/models/backoff.rs
new file mode 100644
index 0000000000..7d2baddcd7
--- /dev/null
+++ b/rust/numaflow-models/src/models/backoff.rs
@@ -0,0 +1,38 @@
+/*
+Copyright 2022 The Numaproj Authors.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+// Code generated by Openapi Generator. DO NOT EDIT.
+
+/// Backoff : Backoff defines parameters used to systematically configure the retry strategy.
+
+#[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
+pub struct Backoff {
+    #[serde(rename = "interval", skip_serializing_if = "Option::is_none")]
+    pub interval: Option<kube::core::Duration>,
+    /// Steps defines the number of times to try writing to a sink including retries
+    #[serde(rename = "steps", skip_serializing_if = "Option::is_none")]
+    pub steps: Option<i64>,
+}
+
+impl Backoff {
+    /// Backoff defines parameters used to systematically configure the retry strategy.
+    pub fn new() -> Backoff {
+        Backoff {
+            interval: None,
+            steps: None,
+        }
+    }
+}
diff --git a/rust/numaflow-models/src/models/mod.rs b/rust/numaflow-models/src/models/mod.rs
index 648964f907..bbb11ca261 100644
--- a/rust/numaflow-models/src/models/mod.rs
+++ b/rust/numaflow-models/src/models/mod.rs
@@ -6,6 +6,8 @@ pub mod abstract_vertex;
 pub use self::abstract_vertex::AbstractVertex;
 pub mod authorization;
 pub use self::authorization::Authorization;
+pub mod backoff;
+pub use self::backoff::Backoff;
 pub mod basic_auth;
 pub use self::basic_auth::BasicAuth;
 pub mod blackhole;
@@ -124,6 +126,8 @@ pub mod redis_config;
 pub use self::redis_config::RedisConfig;
 pub mod redis_settings;
 pub use self::redis_settings::RedisSettings;
+pub mod retry_strategy;
+pub use self::retry_strategy::RetryStrategy;
 pub mod sasl;
 pub use self::sasl::Sasl;
 pub mod sasl_plain;
diff --git a/rust/numaflow-models/src/models/retry_strategy.rs b/rust/numaflow-models/src/models/retry_strategy.rs
new file mode 100644
index 0000000000..0b1a52a654
--- /dev/null
+++ b/rust/numaflow-models/src/models/retry_strategy.rs
@@ -0,0 +1,38 @@
+/*
+Copyright 2022 The Numaproj Authors.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+// Code generated by Openapi Generator. DO NOT EDIT.
+
+/// RetryStrategy : RetryStrategy struct encapsulates the settings for retrying operations in the event of failures. It includes a BackOff strategy to manage the timing of retries and defines the action to take upon failure.
+
+#[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
+pub struct RetryStrategy {
+    #[serde(rename = "backoff", skip_serializing_if = "Option::is_none")]
+    pub backoff: Option<Box<crate::models::Backoff>>,
+    /// OnFailure specifies the action to take when a retry fails. The default action is to retry.
+    #[serde(rename = "onFailure", skip_serializing_if = "Option::is_none")]
+    pub on_failure: Option<String>,
+}
+
+impl RetryStrategy {
+    /// RetryStrategy struct encapsulates the settings for retrying operations in the event of failures. It includes a BackOff strategy to manage the timing of retries and defines the action to take upon failure.
+    pub fn new() -> RetryStrategy {
+        RetryStrategy {
+            backoff: None,
+            on_failure: None,
+        }
+    }
+}
diff --git a/rust/numaflow-models/src/models/sink.rs b/rust/numaflow-models/src/models/sink.rs
index aa3402f42e..91f18340eb 100644
--- a/rust/numaflow-models/src/models/sink.rs
+++ b/rust/numaflow-models/src/models/sink.rs
@@ -26,6 +26,8 @@ pub struct Sink {
     pub kafka: Option<Box<crate::models::KafkaSink>>,
     #[serde(rename = "log", skip_serializing_if = "Option::is_none")]
     pub log: Option<Box<crate::models::Log>>,
+    #[serde(rename = "retryStrategy", skip_serializing_if = "Option::is_none")]
+    pub retry_strategy: Option<Box<crate::models::RetryStrategy>>,
     #[serde(rename = "udsink", skip_serializing_if = "Option::is_none")]
     pub udsink: Option<Box<crate::models::UdSink>>,
 }
@@ -37,6 +39,7 @@ impl Sink {
             fallback: None,
             kafka: None,
             log: None,
+            retry_strategy: None,
             udsink: None,
         }
     }