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# Sphinx build info version 1 | ||
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. | ||
config: 6a5b82aad8fd7776cc27a17ede1776fd | ||
tags: 645f666f9bcd5a90fca523b33c5a78b7 |
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Project 1 | ||
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Project 2 | ||
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Data Compression Techniques | ||
============================= | ||
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Data compression | ||
---------------------------- | ||
.. note:: | ||
TODO: Add information about data compression for visualization purposes. |
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HPC Visualization | ||
============================== | ||
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This course aims to provide a concise introduction to data visualization by leveraging the power of the NAIC infrastructure. With this training material, we intend to support researchers who wants to perform exploratory data analysis and visualization on large datasets. Here, we will demonstrate the use of sophisticated visualization tools/techniques. The example materials will serve as a reference template the users can adapt in their projects. | ||
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.. note:: | ||
TODO: Add a featured image here. | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
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introduction | ||
setup | ||
tools | ||
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.. toctree:: | ||
:caption: Data Wrangling for Visualization | ||
:hidden: | ||
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moving-data | ||
storage | ||
compression | ||
wrangling | ||
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.. toctree:: | ||
:caption: Visualization Projects: Paraview | ||
:hidden: | ||
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paraview-project1.rst | ||
paraview-project2.rst | ||
paraview-project3.rst | ||
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.. toctree:: | ||
:caption: Visualization Projects: Blender | ||
:hidden: | ||
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blender-project1.rst | ||
blender-project2.rst | ||
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.. toctree:: | ||
:caption: Visualization Projects: VisIt | ||
:hidden: | ||
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visit-project1.rst | ||
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See also | ||
-------- | ||
.. note:: | ||
TODO: Add relevant materials. | ||
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Credits | ||
------- | ||
.. note:: | ||
TODO: Add credits |
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Introduction | ||
=============== | ||
In the modern research landscape, the volume of data that researchers typically handle has skyrocketed. In many projects, this has introduced a difficulty in performing exploratory data analysis. This is true especially in locally owned resource limited computing infrastructures. With a combination of powerful, shared, and scalable computing infrastructure like NAIC (Norwegian AI Cloud) and using advanced visualization tools, the problem can be solved. We intend this training material for researchers who plan to use the NAIC infrastructure for their large data visualization tasks. | ||
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Why use NAIC for Visualization? | ||
-------------------------------- | ||
Here, we discuss some examples to showcase the need for HPC visualization. | ||
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.. note:: | ||
TODO: Add a featured image here. | ||
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How does this work? | ||
-------------------- | ||
.. note:: | ||
TODO: Add basic information regarding parallel processing and remote visualization. | ||
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Who gets the benefit? | ||
----------------------- | ||
.. note:: | ||
TODO: Add a list/image representing the beneficiary domain/research groups. Connect the same with relevant example list as well. | ||
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What data types are covered in examples? | ||
--------------------------------------------- | ||
.. note:: | ||
TODO: Add an image link map that shows a summary of different types of supported datatypes. It should be linked to examples discussing the selected datatype. |
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Moving Your Data | ||
=================================== | ||
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Moving Your Data | ||
----------------- | ||
.. warning:: | ||
Please note that there are rules and laws you need to abide to when storing sensitive data. More details on this topic can be read from `this link. <https://www.uio.no/english/services/it/store-collaborate/>`_ | ||
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.. note:: | ||
TODO: Add information about data movement between machines. |
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Project 1 | ||
=================== | ||
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Project 2 | ||
=================== | ||
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text here | ||
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Project N | ||
=================== | ||
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NAIC Visualization Setup | ||
========================================= | ||
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Workflow | ||
------------ | ||
.. raw:: html | ||
:file: images/NAIC-Paraview-Workflow.svg | ||
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.. note:: | ||
TODO: Add textual documentation. |
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Storage for Large Datasets | ||
=========================== | ||
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Data Storage Formats | ||
------------------------- | ||
.. note:: | ||
TODO: Add information about data movement, storage formats, wrangling etc.. |
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Summary of Tools | ||
================== | ||
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Tools | ||
------------ | ||
.. note:: | ||
TODO: Add information about different options available for visualizing data. Can discuss options like Paraview, VisIt etc. |
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Project 1 | ||
=================== | ||
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Data Wrangling | ||
============================== | ||
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