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pchoudhury22 / flink-kubernetes-operator Public

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Estimate scalability coefficient from past scaling history using linear regression#1

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pchoudhury22 wants to merge 5 commits intomainpchoudhury22/flink-kubernetes-operator:mainfrom

observed-scalability-coefficientpchoudhury22/flink-kubernetes-operator:observed-scalability-coefficientCopy head branch name to clipboard

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Estimate scalability coefficient from past scaling history using linear regression#1
pchoudhury22 wants to merge 5 commits intomainfrom
observed-scalability-coefficient

Commits

Commits on Apr 2, 2025

[FLINK-30571] Estimate scalability coefficient from past scaling history using linear regression
pchoudhury22
committed

Commits on Apr 30, 2025

1. Updated scaling coefficient compute logic to remove the weighting. 2. Check scaling coefficient with threshold before returning. 3. Refactored tests for point [1] and [2].
pchoudhury22
committed
1. Clamped lowerBound for scaling coefficient to 0.5
pchoudhury22
committed

Commits on May 1, 2025

1. Adding config for min value of Scaling coefficient. 2. Updated validator to validate the min scaling coefficient config.
pchoudhury22
committed

Commits on May 5, 2025

Updating auto scaler configuration doc
pchoudhury22
committed

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