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Cluster Autoscaler

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DevOps Cloud Academy
DevOps Cloud Academy
Oct 5, 2023 · Cloud Native

Balancing Kubernetes Workloads with the Descheduler and Related Tools

This article explains why Kubernetes does not automatically rebalance pods, demonstrates how to use the Descheduler, Node Problem Detector, and Cluster Autoscaler together to detect node pressure, evict overloaded pods, and scale down underutilized nodes for improved cluster efficiency.

Cluster AutoscalerDeschedulerNode Problem Detector
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Balancing Kubernetes Workloads with the Descheduler and Related Tools
Cloud Native Technology Community
Cloud Native Technology Community
Aug 25, 2022 · Cloud Computing

Dynamic Kubernetes Cluster Scaling at Airbnb

Airbnb’s engineering team describes how they migrated to Kubernetes, evolved their clusters through three stages, and built a custom gRPC‑based expander for the Cluster Autoscaler to achieve flexible, cost‑effective, and automated scaling across hundreds of heterogeneous clusters.

AirbnbCluster Autoscalercloud scaling
0 likes · 11 min read
Dynamic Kubernetes Cluster Scaling at Airbnb