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  1. Hadoop YARN
  2. YARN-1011

[Umbrella] Schedule containers based on utilization of currently allocated containers

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    Details

    • Type: New Feature
    • Status: Open
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: None
    • Fix Version/s: None
    • Component/s: None
    • Labels:
      None

      Description

      Currently RM allocates containers and assumes resources allocated are utilized.

      RM can, and should, get to a point where it measures utilization of allocated containers and, if appropriate, allocate more (speculative?) containers.

        Attachments

        1. patch-for-yarn-1011.patch
          62 kB
          Konstantinos Karanasos
        2. yarn-1011-design-v0.pdf
          44 kB
          Karthik Kambatla
        3. yarn-1011-design-v1.pdf
          48 kB
          Karthik Kambatla
        4. yarn-1011-design-v2.pdf
          66 kB
          Karthik Kambatla
        5. yarn-1011-design-v3.pdf
          90 kB
          Haibo Chen

          Issue Links

          is related to

          New Feature - A new feature of the product, which has yet to be developed. YARN-8849 DynoYARN: A simulation and testing infrastructure for YARN clusters

          • Major - Major loss of function.
          • Open
          1.
          		 FS should watch node resource utilization and allocate opportunistic containers if appropriate Sub-task Resolved Haibo Chen
          2.
          		 Common scheduler changes to support scheduler-specific oversubscription implementations Sub-task Resolved Haibo Chen
          3.
          		 Provide a knob to turn on over-allocation Sub-task Resolved Karthik Kambatla
          4.
          		 Expose per-application over-allocation info in the Resource Manager Sub-task Resolved Haibo Chen
          5.
          		 Add separate NM overallocation thresholds for cpu and memory Sub-task Resolved Haibo Chen
          6.
          		 Add NM preemption of opportunistic containers when utilization goes high Sub-task Resolved Haibo Chen
          7.
          		 Add NM support to launch opportunistic containers based on overallocation Sub-task Resolved Haibo Chen
          8.
          		 Refactor ContainerScheduler to make oversubscription change easier Sub-task Resolved Haibo Chen
          9.
          		 Add separate NM preemption thresholds for cpu and memory Sub-task Resolved Haibo Chen
          10.
          		 Crash NM at start time if oversubscription is on but LinuxContainerExcutor or cgroup is off Sub-task Resolved Haibo Chen
          11.
          		 Add a configuration to cap how much a NM can be overallocated Sub-task Resolved Haibo Chen
          12.
          		 Fair Scheduler to explicitly promote OPPORTUNISITIC containers locally at the node where they're running Sub-task Resolved Haibo Chen
          13.
          		 Allow resource request to opt out of oversubscription in Fair Scheduler Sub-task Resolved Haibo Chen
          14.
          		 Expose per-node over-allocation info in Node Report Sub-task Resolved Haibo Chen
          15.
          		 Preserve execution type for containers to be increased by AM post YARN-1015 Sub-task Resolved Haibo Chen
          16.
          		 Exclude findbugs warnings on SchedulerNode.numGuaranteedContainers and numOpportunisticContainers Sub-task Resolved Haibo Chen
          17.
          		 Make sure AM is not scheduled on an opportunistic container Sub-task Resolved Haibo Chen
          18.
          		 Add queue-level control to allow all applications in a queue to opt-out Sub-task Resolved Haibo Chen
          19.
          		 Don't start opportunistic containers at container scheduler/finish event with over-allocation Sub-task Resolved Haibo Chen
          20.
          		 Use aggregate container utilization instead of node utilization to determine resources available for oversubscription Sub-task Resolved Haibo Chen
          21.
          		 Refactor AbstractYarnScheduler and CapacityScheduler OPPORTUNISTIC container completion codepaths Sub-task Resolved Haibo Chen
          22.
          		 FairScheduler crashes RM with oversubscription turned on if an application is killed. Sub-task Resolved Haibo Chen
          23.
          		 Improve debug messages for NM preemption of OPPORTUNISTIC containers Sub-task Resolved Haibo Chen
          24.
          		 Fair scheduler promotion does not update container execution type and token Sub-task Resolved Haibo Chen
          25.
          		 Plumb aggregated application resource utilization from the NM to RM Sub-task Resolved Arun Suresh
          26.
          		 Add documentation of oversubscription Sub-task Open Haibo Chen
          27.
          		 CS should watch resource utilization of containers and allocate speculative containers if appropriate Sub-task Open Arun Suresh
          28.
          		 Allow Applications to demand Guaranteed Containers with Capacity Scheduler Sub-task Open Arun Suresh
          29.
          		 Handle enforceExecutionType == false in AMRMClient Sub-task Open Arun Suresh
          30.
          		 SnapshotBasedOverAllocationPolicy always caps the amount of memory availabe to 4 GBs Sub-task Resolved Haibo Chen
          31.
          		 ResourceUtilization cpu is misused in oversubscription as a percentage Sub-task Resolved Haibo Chen
          32.
          		 Fair Scheduler promotion does not update container execution type when the application is killed Sub-task Open Unassigned
          33.
          		 NM crashes because Fair scheduler promotes a container that has not been pulled by AM Sub-task Open Unassigned

            Activity

              People

              • Assignee:
                kasha Karthik Kambatla
                Reporter:
                acmurthy Arun Murthy
              • Votes:
                14 Vote for this issue
                Watchers:
                115 Start watching this issue

                Dates

                • Created:
                  Updated: