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  1. Hadoop YARN
  2. YARN-8234

Improve RM system metrics publisher's performance by pushing events to timeline server in batch

    Details

    • Type: Improvement
    • Status: Patch Available
    • Priority: Critical
    • Resolution: Unresolved
    • Affects Version/s: 2.8.3
    • Fix Version/s: None
    • Labels:
      None
    • Target Version/s:

      Description

      When system metrics publisher is enabled, RM will push events to timeline server via restful api. If the cluster load is heavy, many events are sent to timeline server and the timeline server's event handler thread locked. YARN-7266 talked about the detail of this problem. Because of the lock, timeline server can't receive event as fast as it generated in RM and lots of timeline event stays in RM's memory. Finally, those events will consume all RM's memory and RM will start a full gc (which cause an JVM stop-world and cause a timeout from rm to zookeeper) or even get an OOM. 

      The main problem here is that timeline can't receive timeline server's event as fast as it generated. Now, RM system metrics publisher put only one event in a request, and most time costs on handling http header or some thing about the net connection on timeline side. Only few time is spent on dealing with the timeline event which is truly valuable.

      In this issue, we add a buffer in system metrics publisher and let publisher send events to timeline server in batch via one request. When sets the batch size to 1000, in out experiment the speed of the timeline server receives events has 100x improvement. We have implement this function int our product environment which accepts 20000 app's in one hour and it works fine.

      We add following configuration:

      • yarn.resourcemanager.system-metrics-publisher.batch-size: the size of system metrics publisher sending events in one request. Default value is 1000
      • yarn.resourcemanager.system-metrics-publisher.buffer-size: the size of the event buffer in system metrics publisher.
      • yarn.resourcemanager.system-metrics-publisher.interval-seconds: When enable batch publishing, we must avoid that the publisher waits for a batch to be filled up and hold events in buffer for long time. So we add another thread which send event's in the buffer periodically. This config sets the interval of the cyclical sending thread. The default value is 60s.
         

        Attachments

        1. YARN-8234-branch-2.8.3.004.patch
          13 kB
          Hu Ziqian
        2. YARN-8234.004.patch
          14 kB
          Hu Ziqian
        3. YARN-8234.003.patch
          15 kB
          Hu Ziqian
        4. YARN-8234.002.patch
          14 kB
          Hu Ziqian
        5. YARN-8234.001.patch
          12 kB
          Hu Ziqian
        6. YARN-8234-branch-2.8.3.003.patch
          14 kB
          Hu Ziqian
        7. YARN-8234-branch-2.8.3.002.patch
          12 kB
          Hu Ziqian
        8. YARN-8234-branch-2.8.3.001.patch
          9 kB
          Hu Ziqian

          Activity

            People

            • Assignee:
              ziqian hu Hu Ziqian
              Reporter:
              ziqian hu Hu Ziqian
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              Dates

              • Created:
                Updated: