Kubernetes
Original published:

Scaling Kubernetes Workloads with Node Swap

The article explains how to scale Kubernetes workloads using nodes with swap enabled to mitigate memory pressure from agentic AI workloads.

Key points

  • •Memory often runs out before CPU, and agentic AI workloads demand large memory footprints to start up.
  • •Idle but resident memory is expensive and limits the number of pods a node can hold.
  • •Kubernetes support for running nodes with swap enabled has reached General Availability.
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