← Tuesday, October 6, 2026Cloud & infraBenchmark

Kubernetes node swap raises workload density by up to 3× with little latency cost

kubernetes.io 6 min read Editor score 8/10

Benchmarks across kernel builds, headless browsers and isolated Python runtimes found up to 3× higher node density using swap backed by NVMe, often with little or no latency cost. This offers a concrete way to stretch memory-bound clusters running bursty or agent workloads.

What
Kubernetes node swap uses disk-backed swap to let nodes host more memory-intensive workloads; support reached General Availability in v1.34.
How
The Linux kernel pages anonymous memory to fast NVMe SSDs, while cgroup v2 tracks swap separately from memory.
Why it matters
In the tested workloads, local-SSD-backed swap raised node density by up to 3×, often with little or no latency cost.
anonymous mem… pages out pods Linux kernel NVMe SSDs
The Linux kernel pages workload memory from pods to NVMe SSDs when node swap is used. Sketched from the article's own text.

Discussion

Discussion is not switched on yet. Use Note above to keep your own thoughts on this story.

Headline, summary, brief and diagram are written by a model from the source's own text; the link, byline and numbers come from the source. Read the original before relying on a claim.

Your note

Private to you. Stored in this browser, and synced to your account when you are signed in.