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Algo: Introduce algorithms for predictive scaling #62

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merged 1 commit into from
Sep 27, 2023

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@zqzten zqzten commented Sep 27, 2023

What type of PR is this?

/kind feature
/kind algorithm

What this PR does / why we need it:

This PR introduces all algorithms needed for predictive scaling including:

  • time series forecasting for traffics forecasting
  • replicas estimator for the "traffic-driven" estimation for future replicas

Which issue(s) this PR fixes:

Fixes #61
Part of #49

@zqzten zqzten added kind/feature Categorizes issue or PR as related to a new feature or enhancements of an existing feature. kind/algorithm Categorizes issue or PR as related to algorithm. labels Sep 27, 2023
@zqzten zqzten added this to the v0.2 milestone Sep 27, 2023
Signed-off-by: Zach Zhu <zzqshu@126.com>
@dayko2019 dayko2019 merged commit 5b95551 into traas-stack:main Sep 27, 2023
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@zqzten zqzten deleted the algorithm branch October 12, 2023 05:48
@zqzten zqzten modified the milestones: v0.2, algorithm-v0.1 Dec 14, 2023
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Introduce time series forecasting model training script
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