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  1. Red Hat OpenShift Data Science
  2. RHODS-6273

Fix performance issues in odh model controller

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    • Icon: Bug Bug
    • Resolution: Duplicate
    • Icon: Major Major
    • None
    • RHODS_1.20.0_GA
    • Model Serving
    • 5
    • False
    • None
    • False
    • Testable
    • No
    • Yes
    • No
    • Known Issue
    • Proposed
    • No
    • Pending
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    • ML Serving Sprint 1.22, ML Serving Sprint 1.28, ML Serving Sprint 1.29

      The ODH model controller is currently using far too much memory and is getting OOMKilled.

      As part of this ticket, figure out what is causing the performance issues in the controller and fix it.

      This may require using tools such as pprof.

        1. image-2022-12-21-14-57-49-563.png
          24 kB
          Erwan Granger
        2. image-2022-12-21-15-31-40-716.png
          18 kB
          Erwan Granger
        3. Screenshot from 2023-05-12 16-14-49.png
          357 kB
          Chris Chase
        4. Screenshot from 2023-05-12 16-14-52.png
          353 kB
          Chris Chase
        5. Screenshot from 2023-05-12 16-14-55.png
          352 kB
          Chris Chase
        6. modelmesh-memory-leak.png
          19 kB
          JOOHO LEE
        7. heap-4
          54 kB
          JOOHO LEE
        8. heap-1
          30 kB
          JOOHO LEE
        9. heap-3
          53 kB
          JOOHO LEE
        10. heap-2
          45 kB
          JOOHO LEE
        11. odh-model-controller.png
          43 kB
          Vaibhav Jain
        12. modelmesh-controller.png
          44 kB
          Vaibhav Jain
        1.
        		 Add Profiling feature to get debug data for modelmesh controller. Sub-task Closed Undefined JOOHO LEE

            vajain Vaibhav Jain
            aasthana@redhat.com Anish Asthana
            Tarun Kumar Tarun Kumar
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              Created:
              Updated:
              Resolved: