[jira] [Created] (FLINK-12855) Stagger panes on partitions to distribute workload.

[Shang Yuanchun (Jira)]

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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