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Partha Kanuparthy

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ML Monitoring & ObservabilityData @Scale Spring 20222022-05-18
Meta diagnoses spikes in normalized entropy (any) explosions by correlating training logs, feature stats and lineage, and automates fixes like hyperparameter…
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Panel: ObservabilitySREcon212021-10-12
Panel argues observability requires concrete tradeoffs not slogans, showing tools and limits: OpenTelemetry focuses on vendor‑neutral SDKs but not backend…
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