Feb. 1, 2023, 10:09 p.m. | USENIX

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Real-Time Adaptive Controls for Resilient Distributed Systems

Praveen Yedidi, CrowdStrike

Modern services are equipped with hundreds of tunables. There are a lot of these tunables such as worker pool sizes, autoscaling policies, throttlers and circuit breakers that directly effect the service resilience. Finding ideal initial values for these tunables requires deep technical expertise. Also, these workloads change over time, requiring regular effort to re-tune stale parameters. As a consequence, configuration errors have become a source of operational toil and one …

apac breakers change configuration controls crowdstrike distributed distributed systems policies resilience service services systems technical worker workloads

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