Sai Sharath Dandi created FLINK-36531:
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Summary: AutoScaler needs to consider the lag from last checkpoint
Key: FLINK-36531
URL: https://issues.apache.org/jira/browse/FLINK-36531
Project: Flink
Issue Type: Improvement
Components: Autoscaler
Reporter: Sai Sharath Dandi
Autoscaler computes the target processing capacity as
[below|https://sg.uberinternal.com/code.uber.internal/uber-code/data-flink-kubernetes-operator@release-1.9-uber/-/blob/flink-autoscaler/src/main/java/org/apache/flink/autoscaler/utils/AutoScalerUtils.java?L47]
// Target = LAG/CATCH_UP + INPUT_RATE*RESTART/CATCH_UP + INPUT_RATE/TARGET_UTIL
During the scaling action, the autoscaler will start from the last successful
checkpoint, we need to include the number of processed records since last
successful checkpoint as part of the lag as those records will be replayed
after scaling.
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