Pods Optimiser

Collect pods downtime and optimise the cpu/memory based on the overhead usage

Business Challenges

There are always overhead when deploying pod, it could be running on huge unused resources and always need to admin to tune them


  • Ai that adjusts the deployment accordingly via collected metrics, downtime/run overhead etc


  • Set background process to store the data of cpu/memory
  • Have one of the algorithm to create model
  • Put the model to create the suggested cpu/memory settings.


Reduction of need to tune cpu and ability to put more pods in machine thus cutting extra amount of instance needed(saving up to 10% -30% compute cost)

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