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Posted to dev@flink.apache.org by "Teng Hu (JIRA)" <ji...@apache.org> on 2019/06/15 03:00:00 UTC
[jira] [Created] (FLINK-12855) Stagger panes on partitions to
distribute workload.
Teng Hu created FLINK-12855:
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Summary: Stagger panes on partitions to distribute workload.
Key: FLINK-12855
URL: https://issues.apache.org/jira/browse/FLINK-12855
Project: Flink
Issue Type: New Feature
Components: API / DataStream
Reporter: Teng Hu
Attachments: stagger_window.png, stagger_window_delay.png, stagger_window_throughput.png
Flink natively triggers all panes belonging to same window at the same time. In other words, all panes are aligned and their triggers all fire simultaneously, causing the thundering herd effect.
This new feature provides the option that panes could be staggered across partitioned streams, so that their workloads are distributed.
Attachment: proof of concept working
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