Kubernetes Wonderland: Adventures in Platform Building
Talkat KubeCon + CloudNativeCon + Open Source Summit China 2023 · on Thursday, 2023-09-28· at 13:55· 3层 301明珠厅| 3F The Pearl Hall 301·
summary
Platform engineering argument: build self-service APIs that hide Kubernetes and glue open source CNCF projects so developers and data scientists don’t learn clusters. Concrete stack: KNative (scale-to-zero, 4 services in the demo), KServe for standardized inference (predictor + transformer pods), Dapr sidecars for infrastructure APIs, Istio for mesh, Kafka/Postgres/Redis for backing services, buildpacks/buildbox for images, Argo/Crossplane for orchestration. Demo repo "kubecon China 2023" runs and returns service URLs.
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chapters (7)
- 0:00Kubernetes platforms intro
- 3:29Kubernetes adoption challenges
- 8:28Container and FaaS platforms
- 15:51Standardizing APIs for portability
- 20:01ML workflows on Kubernetes
- 25:59Inference platforms for AI
- 35:11Key takeaways
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