Horizontal and Vertical Autoscaling
Setting up Kubernetes autoscaling
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Set up autoscaling for [APPLICATION] on Kubernetes. Compare HPA (horizontal scaling) and VPA (vertical scaling) for my use case [WORKLOAD_DESCRIPTION]. Generate the HPA configuration based on CPU/memory and custom metrics [METRIC], the KEDA configuration for event-driven scaling [SOURCE: SQS/Kafka/RabbitMQ], and the min/max limits to define.
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Pensez à activer le mode `recommender` du VPA avec `updateMode: "Off"` pour obtenir des recommandations sans redémarrage brutal, puis ajustez après analyse. Pour du scaling événementiel, KEDA est pertinent si la charge est intermittente ; sinon HPA suffit. Indiquez aussi les métriques métier (ex. lag SQS) et testez avec des charges simulées.
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