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Wojciech Tyczyński

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Intro + Deep Dive: SIG ScalabilityKubeCon + CloudNativeCon Europe 20222022-05-16
SIG Scalability defines a multi‑dimensional scalability envelope and six SLOs, measures them with cluster-loader2 and simulates large clusters with kubemark…
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Intro + DeepDive: SIG ScalabilityKubeCon + CloudNativeCon North America 20212021-10-11
SIG Scalability defines SLIs/SLOs, publishes limits like 30 pods per node and 10,000 services, and runs automated performance suites using cluster-loader and…
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Kubernetes and etcd Features That Unlocked 15k Node ClustersKubeCon + CloudNativeCon North America 2020 Virtual2020-11-17
Kubernetes and etcd changes enable real 15,000‑node clusters: Google and Bayer run clusters with ~250k cores and 1.5 PB RAM to process ~15 billion…
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Intro + DeepDive: SIG ScalabilityKubeCon + CloudNativeCon North America 20192019-11-18
Defines a practical scalability envelope using SLIs/SLOs (roughly 99% of API calls within 1s and 99% of pod startups within 5s), tests against concrete limits…
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Scale Kubernetes Service Endpoints 100xKubeCon + CloudNativeCon Europe 20192019-05-20
Proposes replacing one giant Endpoints object with many EndpointSlice objects (default ~100 endpoints per slice) and a controller that creates, rebalances and…
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Deep Dive: Scalability SIGKubeCon + CloudNativeCon Europe 20192019-05-20
Scalability SIG lays out concrete practices: public clusterloader and kubemark test suites run as PR and postsubmit jobs (100‑ and 500‑node PR tests, a…
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Kubernetes Scalability Definition EvolutionKubeCon + CloudNativeCon Europe 20192019-05-20
Kubernetes starts with a 100-node claim in 2015 but proves it insufficient, replacing vague thresholds with explicit SLIs/SLOs: original rules (API…
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