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Getting Creative with HPA Scaling in Kubernetes

Lightningat Philly ETE 2023 · 2023-04-11..04-12· [kubernetes, devops-and-delivery]
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Demo compares VM ASG that takes ~6 minutes to bring capacity vs Kubernetes pods that scale in seconds and shows HPA replaced by external/custom metrics via Prometheus and KEDA. Examples use one pod per 50 requests for an Ingress controller, a viral-prep rule that ups 10 pods per 50 Twitter mentions, and a Twitch flow that keeps replica 0 until stream starts then adds one pod per 100 active users; all examples run live and scale as expected.

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