[GSoC] KEP for Project 6: Push-based Metrics Collection for Katib #588

Job	Run time
e2e (v1.27.11, long-running-resume,from-volume-resume,median-stop)	3m 18s
e2e (v1.27.11, grid,bayesian-optimization,tpe,multivariate-tpe,cma-es,hyperband)	3m 17s
e2e (v1.27.11, file-metrics-collector,pytorchjob-mnist)	3m 18s
e2e (v1.27.11, median-stop-with-json-format,file-metrics-collector-with-json-format)	3m 18s
e2e (v1.28.7, long-running-resume,from-volume-resume,median-stop)	3m 18s
e2e (v1.28.7, grid,bayesian-optimization,tpe,multivariate-tpe,cma-es,hyperband)	3m 18s
e2e (v1.28.7, file-metrics-collector,pytorchjob-mnist)	3m 17s
e2e (v1.28.7, median-stop-with-json-format,file-metrics-collector-with-json-format)	3m 18s
e2e (v1.29.2, long-running-resume,from-volume-resume,median-stop)	3m 16s
e2e (v1.29.2, grid,bayesian-optimization,tpe,multivariate-tpe,cma-es,hyperband)	3m 11s
e2e (v1.29.2, file-metrics-collector,pytorchjob-mnist)	3m 17s
e2e (v1.29.2, median-stop-with-json-format,file-metrics-collector-with-json-format)	3m 17s
	39m 23s

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