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rickshar committed Feb 26, 2025
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55 changes: 29 additions & 26 deletions ocean/cluster-overview-tab.md
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Expand Up @@ -30,7 +30,8 @@ The Ocean Savings panel contains a set of savings widgets (displayed as tabs), w

* **Bin Packing**: Ocean proactively identifies underutilized nodes and efficiently bin-packs the pods on them to scale down the nodes and reduce the cluster cost.

* **Reverting to Lower-Cost node**: This process is applied to nodes with underutilized compute resources that cannot be scaled down from the cluster's set of nodes to optimize cluster utilization and reduce costs.
* **Reverting to Lower-Cost node**: This process is applied to nodes with underutilized compute resources that cannot be scaled down from the cluster's set of nodes to optimize cluster utilization and reduce costs.
* **Right-sizing**: Ocean savings from right-sizing your workloads.

In this panel:

Expand Down Expand Up @@ -108,6 +109,30 @@ This tab displays:
* Memory resources saved in GiB Hours.
* GPU resources saved in GPU Hours.

## Ocean Savings from Right-Sizing Your Workloads

>**Note**: This tab will only be available if the optional Ocean automatic right-sizing feature is installed and enabled in your deployment.
These are your actual savings from using the Ocean automatic right-sizing feature.

To view these savings, click the **Right-Sizing** tab (unless already displayed).

<img width="750" src="https://github.com/user-attachments/assets/d6c9ba02-430a-4132-ae17-72264dbb8fea" />

>**Note**: If no workloads have been optimized with automatic right-sizing, create and attach right-sizing rules to your workloads in the right-sizing [Advanced Optimization tab](https://docs.spot.io/ocean/features/ocean-cluster-right-sizing-recom-tab).
This tab displays:
* Total cluster savings from down-sizing recommendations and the percentage of the saved cluster costs in the selected time range, where:
* <b>Total cluster savings = [costs for workloads based on original requests – cost for workloads based on Ocean-optimized requests]</b>.
* Percentage of cluster costs: <b>% savings = [[costs for workloads based on original requests]-[cost for workloads based on Ocean-optimized requests] / [costs for workloads based on original requests] * 100]</b>

* CPU resources in vCPU Hours.
* Memory resources in GiB/TiB Hours.
* GPU resources in GPU Hours.

Click **View Details** on the right of the right-sizing tab to see your [actual right-sizing savings](https://docs.spot.io/ocean/features/ocean-cluster-right-sizing-savings-tab),


## Autoscaling Activity Panel

![autoscaling-panel-14-08](https://github.com/user-attachments/assets/6db596fa-2705-4af4-96c0-060cfaefd6cb)
Expand Down Expand Up @@ -217,34 +242,12 @@ This is the information displayed:
One or more autoscaling events are displayed in blue rectangles. These can be any Ocean autoscaling scale-up and scale-down events displayed as widgets above the graph.
For example, Scale Up, Scale Down, or Autohealing.

For vCPU:

* Nodes Allocation (vCPU):
* Total node allocation.
* Split according to lifecycle types.
* vCPU of Workload:
* deamonSets Requested.
* Pods Requested.
* Headroom requested.
* Total workload allocation percentage (includes only running pods, running headroom pods, and running DaemonSets pods that are scheduled on Ocean nodes).

For Memory:

* Nodes Allocation (GiB):
* Total node allocation.
* Split according to lifecycle types.
* Workload (GiB):
* deamonSets Requested.
* Pods Requested.
* Headroom requested.
* Total workload allocation percentage (includes only running pods, running headroom pods, and running DaemonSets pods that are scheduled on Ocean nodes).

For GPU:
For vCPU/memory(GiB)/GPU:

* Nodes Allocation (GPU):
* Nodes Allocation (vCPU/GiB/GPU):
* Total node allocation.
* Split according to lifecycle types.
* GPU of Workload:
* vCPU/GiBy/GPU of Workload:
* deamonSets Requested.
* Pods Requested.
* Headroom requested.
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31 changes: 28 additions & 3 deletions ocean/ocean-aks-cloud-cluster-overview.md
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Expand Up @@ -23,10 +23,11 @@ To access the Ocean Cluster Overview dashboard:

The Ocean Savings panel contains a set of savings widgets (displayed as tabs), which show your savings according to Ocean’s main autoscaling processes for cluster optimization in a selected time range:

* Running on Spot: Savings from running on spot nodes instead of OD nodes.
* Bin Packing: Ocean proactively identifies underutilized nodes and efficiently bin-packs the pods on them to scale down the nodes and reduce the cluster cost.
* Revert to Lower Cost: Ocean scans all nodes managed by Ocean and replaces them with cheaper options. If the savings exceed 40%, it will replace the node pool.
* Running on spot: Savings from running on spot nodes instead of OD nodes.
* Bin packing: Ocean proactively identifies underutilized nodes and efficiently bin-packs the pods on them to scale down the nodes and reduce the cluster cost.
* Revert to lower cost: Ocean scans all nodes managed by Ocean and replaces them with cheaper options. If the savings exceed 40%, it will replace the node pool.
The mechanism identifies node pool candidates that maximize cost efficiency.
* Right-sizing: Savings from right-sizing your workloads.

In this panel:

Expand Down Expand Up @@ -142,6 +143,30 @@ Click **Revert to Lower Cost** to view the number of nodes reverted to lower cos
* The Virtual Node Group's name (click the link for a listed VNG to display your custom VNG details).
* Scale-down timestamp in format MM/DD/YYYY HH: MM: SS

## Ocean Savings from Right-Sizing Your Workloads

>**Note**: This tab will only be available if the optional Ocean automatic right-sizing feature is installed and enabled in your deployment.
These are your actual savings from using the Ocean automatic right-sizing feature.

To view these savings, click the **Right-Sizing** tab (unless already displayed).

<img width="750" src="https://github.com/user-attachments/assets/d6c9ba02-430a-4132-ae17-72264dbb8fea" />

>**Note**: If no workloads have been optimized with automatic right-sizing, create and attach right-sizing rules to your workloads in the right-sizing [Advanced Optimization tab](https://docs.spot.io/ocean/features/ocean-cluster-right-sizing-recom-tab).
This tab displays:
* Total cluster savings from down-sizing recommendations and the percentage of the saved cluster costs in the selected time range, where:
* <b>Total cluster savings = [costs for workloads based on original requests – cost for workloads based on Ocean-optimized requests]</b>.
* Percentage of cluster costs: <b>% savings = [[costs for workloads based on original requests]-[cost for workloads based on Ocean-optimized requests] / [costs for workloads based on original requests] * 100]</b>

* CPU resources in vCPU Hours.
* Memory resources in GiB/TiB Hours.
* GPU resources in GPU Hours.

Click **View Details** on the right of the right-sizing tab to see your [actual right-sizing savings](https://docs.spot.io/ocean/features/ocean-cluster-right-sizing-savings-tab),


## Ocean Managed Nodes and Resources Panel

<img width="1000" src="https://github.com/user-attachments/assets/065b7f12-769a-4e46-9900-7b17fb81553d" >
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