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feat(grafana): add performance dashboard #5852

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merged 1 commit into from
Sep 5, 2024

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@lc525 lc525 commented Aug 20, 2024

New dashboard showing:

  • Filter-able to a given set of models/inference server pods:
    • per (model, inference server pod) throughput and average latency
    • aggregated per model throughput
    • aggregated per inference server pod throughput
  • Filter-able to a given set of inference server pods
    • latency heatmaps (configurable rate interval)
      . agent -> inference srv -> agent
      . inference srv -> model -> inference srv
    • in-flight inference requests
    • CPU usage

Which issue(s) this PR fixes:
Fixes #INFRA-1141 (internal) - performance dashboard

New dashboard showing:
 * Filter-able to a given set of models/inference server pods:
   - per (model, inference server pod) throughput and average latency
   - aggregated per model throughput
   - aggregated per inference server pod throughput
 * Filter-able to a given set of inference server pods
   - latency heatmaps (configurable rate interval)
     . agent -> inference srv -> agent
     . inference srv -> model -> inference srv
   - in-flight inference requests
   - CPU usage
@lc525 lc525 requested a review from sakoush as a code owner August 20, 2024 16:18
@lc525 lc525 added the v2 label Aug 20, 2024
@lc525 lc525 merged commit 5383368 into SeldonIO:v2 Sep 5, 2024
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@lc525 lc525 deleted the INFRA-1141/grafana-perf-dashboard branch September 5, 2024 12:08
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2 participants