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This session explores how Kubernetes SIG Scalability defines scalability, tests performance, and guards against regressions. It also discusses observability, recent improvements, and future work.
Syllabus
Intro
What do we do?
Kas Scalability Envelope
Defining happiness of cluster
Scalability SLO
API Call Latency SLO
Scalability definition
Scalability Limits
ClusterLoader2
Kubemark - Cluster Simulation
Observability & Debuggability - Peridash
Observability & Debuggability - Profiling
Scalability Tests infrastructure
Notable 1.22 Scalability Regressions
Recent Scalability Improvements
Taught by
CNCF [Cloud Native Computing Foundation]