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Ryan Hallisey

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Unconference Session: Node Lifecycle State Needs a Real APIMaintainer Summit Europe 20262026-03-22
Claim: node lifecycle state needs a structured, discoverable API because current hacks like labels and annotations and ad hoc CRDs are untyped, unowned, and…
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Node Lifecycle WorkingGroup - Getting StartedCNCF Maintainer Summit North America 20252025-11-09
Working Group aims to standardize node and pod lifecycle with concrete proposals: a declarative maintenance API and an eviction request API that lets…
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The GPUs on the Bus Go ‘Round and ‘RoundKubeCon + CloudNativeCon Europe 20252025-04-01
NVIDIA GPU Cloud runs 60,000+ GPUs across 40+ clusters and sees roughly 120–200 GPU failures per 24 hours (about 0.6% of devices), so reliability is…
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Scaling GPU Clusters Without Melting Down!KubeCon + CloudNativeCon Europe 20252025-04-01
Cluster API server hits OOM when two concurrent list calls fetch 5,000 large secrets (~0.2 MB each); mitigation is API Priority and Fairness limiting…
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Tests Are What You Want, What You Really Really WantCNCF Maintainer Summit Europe 20252025-03-31
Project runs >1,000 E2E tests with ~35 lanes per PR, using Ginkgo and Gomega, Prow and TestGrid plus a small custom heat‑map tool to rank flakiest tests. Flake…
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