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Adam Mckaig

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Sharding: Growing Systems from Node-scale to Planet-scaleSREcon24 Americas2024-03-18
Stripe runs a multi-petabyte cluster and the concrete advice is: extract a stable shard key, map it to shards, then iterate — start with read replicas (often…
Talk on
Lightning TalksSREcon24 Americas2024-03-18
Nine micro-updates: cognition research shows experts use recognition and mental simulation with limits of three moving parts and ~six steps so planning lets…
Lightning on
How the Metrics Backend Works at DatadogSREcon22 Americas2022-03-14
Datadog’s metrics backend ingests tens of GB/s and billions of timeseries into PiBs of hot and cold storage, using agents, Redis intake queues, Cassandra for…
Talk on
Resolving Outages Faster with Better Debugging StrategiesSREcon18 Americas2018-03-27
Claims that replacing static dashboards with on-the-fly query editing and trace-linked samples cuts mean time to resolve: use a query editor to layer peel from…
Talk on
Resolving Outages Faster With Better Debugging StrategiesDevOpsDays NYC 20182018-01-18
A concrete workflow that replaces “look at dashboards” with dynamic query evaluation, arbitrary data joins, and exemplars/dynamic sampling finds a single bad…
Talk on
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