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Rob Skillington

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Taking Control of Metrics Growth and Cardinality: Tips for Maximizing Your ObservabilitySREcon212021-10-12
Cloud-native metric volumes explode: a 10-endpoint precloud setup (~150,000 time series) can become 150 million time series when pods scale to 30,000 and…
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Aggregating, Alerting and Graphing on Millions of Prometheus T...PromCon North America 20212021-10-11
Shows that M3 aggregation already turns very high-cardinality counters into smaller derived metrics at ingest so alerts and dashboards stay fast, claiming it…
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Streaming Recording Rules for Prometheus, Thanos, and Cortex Using...PromCon North America 20212021-10-11
Shows how the M3 coordinator performs in-memory streaming aggregation so Prometheus/Cortex/Thanos avoid huge remote queries. A cAdvisor demo ingests metrics…
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Deep Linking Metrics and Traces with OpenTelemetry, OpenMetrics and M3KubeCon + CloudNativeCon North America 20192019-11-18
Claim: metric datapoints carry trace IDs as exemplars in OpenMetrics so dashboards can jump straight to the exact trace. Implementation uses OpenTelemetry…
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M3 and Prometheus, Monitoring at Planet Scale for EveryoneKubeCon + CloudNativeCon Europe 20192019-05-20
M3 is an open source metrics platform that integrates with Prometheus via prometheus remote_write and runs on Kubernetes with an operator to deploy…
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Learnings, patterns and Uber’s metrics platform M3...OSMC 20182018-11-06
Uber runs high‑cardinality monitoring across 4,000 microservices and puts 6 billion+ time series to work for auto‑discovery, automatic alert creation/teardown…
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