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Gibbs Cullen

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Exemplars in Practice: Finding the Needle in Your Observability HaystackSREcon22 Americas2022-03-14
Exemplars link a metric point to a single trace so engineers can jump from dashboards to traces but they fail when requests are heterogeneous or multi…
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Hands On Workshop: Getting Started With Fluent Bit and Metrics With M...FluentCon North America 20212021-10-12
Fluent Bit now emits Prometheus/OpenMetrics natively (prometheus-format metrics added in 1.8) and this workshop shows a runnable Docker Compose stack that…
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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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Stream vs. Batch: Leveraging M3 and Thanos for Real-Time AggregationKubeCon + CloudNativeCon North America 20212021-10-11
Compares two concrete implementations: M3 uses streaming roll‑up rules on the ingest path to reconstitute aggregated metrics as new counters/gauges and serve…
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Auto-suggesting and generating recording rules for PrometheusPromCon Online 20212021-05-03
Tool automatically analyzes Prometheus query_log to find frequently slow queries and generates recording and m3 roll-up rules that are pushed into Prometheus…
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