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https://issues.apache.org/jira/browse/YARN-3816?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15584012#comment-15584012
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Sangjin Lee commented on YARN-3816:
-----------------------------------
{quote}
Would it be better to use time weighted average for aggregated metrics. For
instance, we aggregate metrics every 15 sec. And in that period container
metrics would be reported 4-5 times. Right now, we take the latest reported
metrics which means a momentary spike or very low value can influence the
aggregated metric value. A time weighted average for each container may avoid
application aggregated metrics being influenced by momentary blips in CPU
usage. However, this in real scenario may balance out when multiple containers
are running concurrently.
{quote}
We also had a discussion on how often node managers should publish container
metrics (YARN-4712 and YARN-4821). Currently they emit them every 3 seconds,
but I think we should do a time average on the {{NMTimelinePublisher}} and emit
them less often. It may help in this regard.
> [Aggregation] App-level aggregation and accumulation for YARN system metrics
> ----------------------------------------------------------------------------
>
> Key: YARN-3816
> URL: https://issues.apache.org/jira/browse/YARN-3816
> Project: Hadoop YARN
> Issue Type: Sub-task
> Components: timelineserver
> Reporter: Junping Du
> Assignee: Li Lu
> Labels: yarn-2928-1st-milestone
> Fix For: 3.0.0-alpha1
>
> Attachments: Application Level Aggregation of Timeline Data.pdf,
> YARN-3816-YARN-2928-v1.patch, YARN-3816-YARN-2928-v2.1.patch,
> YARN-3816-YARN-2928-v2.2.patch, YARN-3816-YARN-2928-v2.3.patch,
> YARN-3816-YARN-2928-v2.patch, YARN-3816-YARN-2928-v3.1.patch,
> YARN-3816-YARN-2928-v3.patch, YARN-3816-YARN-2928-v4.patch,
> YARN-3816-YARN-2928-v5.patch, YARN-3816-YARN-2928-v6.patch,
> YARN-3816-YARN-2928-v7.patch, YARN-3816-YARN-2928-v8.patch,
> YARN-3816-YARN-2928-v9.patch, YARN-3816-feature-YARN-2928.v4.1.patch,
> YARN-3816-poc-v1.patch, YARN-3816-poc-v2.patch
>
>
> We need application level aggregation of Timeline data:
> - To present end user aggregated states for each application, include:
> resource (CPU, Memory) consumption across all containers, number of
> containers launched/completed/failed, etc. We need this for apps while they
> are running as well as when they are done.
> - Also, framework specific metrics, e.g. HDFS_BYTES_READ, should be
> aggregated to show details of states in framework level.
> - Other level (Flow/User/Queue) aggregation can be more efficient to be based
> on Application-level aggregations rather than raw entity-level data as much
> less raws need to scan (with filter out non-aggregated entities, like:
> events, configurations, etc.).
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