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  1. Hadoop YARN
  2. YARN-6223 [Umbrella] Natively support GPU configuration/discovery/scheduling/isolation on YARN
  3. YARN-4122

Add support for GPU as a resource

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    • Sub-task
    • Status: Resolved
    • Major
    • Resolution: Duplicate
    • None
    • None
    • None
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    Description

      Use cgroups devcies to isolate GPUs for containers. For docker containers, we could use 'docker run --device=...'.

      Reference: SLURM Resources isolation through cgroups.

      Attachments

        1. GPUAsAResourceDesign.pdf
          166 kB
          Jun Gong

        Issue Links

          is related to

          New Feature - A new feature of the product, which has yet to be developed. YARN-3926 [Umbrella] Extend the YARN resource model for easier resource-type management and profiles

          • Major - Major loss of function.
          • Resolved

          New Feature - A new feature of the product, which has yet to be developed. YARN-6223 [Umbrella] Natively support GPU configuration/discovery/scheduling/isolation on YARN

          • Major - Major loss of function.
          • Resolved
          is required by

          New Feature - A new feature of the product, which has yet to be developed. SLIDER-1174 Support Tensorflow on Slider

          • Major - Major loss of function.
          • Resolved
          is superceded by

          Improvement - An improvement or enhancement to an existing feature or task. YARN-5517 Add GPU as a resource type for scheduling

          • Major - Major loss of function.
          • Resolved

          Activity

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              hex108 Jun Gong
              hex108 Jun Gong
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              Dates

                Created:
                Updated:
                Resolved: