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Centralize performance metrics, provide universal alerts, and improve performance dashboard #37434

@liyuqian

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@liyuqian

Our current performance dashboard is very slow to load and does not support

  • zoom in or zoom out in time
  • move the time window
  • automatic regression alerts
  • show known regressions on a commit

It would be nice to migrate all our performance benchmarks data to some well maintained dashboard such as https://chromeperf.appspot.com or https://perf.skia.org to support those functions.

It would be even better if we can port all our performance metrics in various dashboards to a single place for easier discovery and analysis. We can also share the alert mechanism among all of them.

At most, we may setup 2 dashboards, 1 for internal, and 1 for public access. Any more than that makes it difficult to see the full picture and maintain.

There might be multiple views in a single dashboard to accommodate different audiences. But having multiple versions of UIs, tools, and protocols seems unnecessary.

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c: contributor-productivityTeam-specific productivity, code health, technical debt.c: performanceRelates to speed or footprint issues (see "perf:" labels)team-infraOwned by Infrastructure team

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