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Autonomous Performance Tuning for Kubernetes!

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Error handling needs to be uniform across all failure conditions. At present, there are exception stack traces logged for some of the cases.

bug
remote_monitoring
code_cleanup/refactor

I see the below exception in kruize pod log, can we handle this or move it under debug info. ``` Exception in thread "OkHttp Dispatcher" java.util.concurrent.RejectedExecutionException: Task java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask@a0fa2ea[Not completed, task...

bug
code_cleanup/refactor

- Create Experiments doesn’t throw an error when conflicting fields are present in the json posted to create the experiment. Conflicting fields: - performanceProfile and slo - Selector and deployment...

bug

Currently list recommendations API doesn't return the recommendations over a range of time period (start to end). The user need to manually search for them in the recommendations list

Recommendation duration "terms" to be part of the Kruize object and configurable through API

recommendation_validation

Explore time series [forecasting](https://www.timescale.com/blog/what-is-time-series-forecasting)

recommendation_algorithm

Usage of memRSS for Memory

recommendation_algorithm

Fixing percentile dynamically based on usage+throttle percentile distribution Epic #716 5.i

recommendation_algorithm

There are few datapoints for a pod from the cluster when there is no cpu and memory usage. Do we need to consider this timestamp in the monitoring duration for...

data