How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Kubernetes Swap for AI Inference: LimitedSwap, Memory Hierarchy, and GPU Workload Sizing

calendar_today April 20, 2026 person Nic Vermandé domain scaleops

Why Kubernetes Swap Matters for GPU Inference Workloads Kubernetes swap is the ability to configure Linux swap memory on Kubernetes nodes so that pods can use disk-backed virtual memory as overflow when physical RAM is exhausted. This feature has been a long time coming. KEP-2400 introduced swap support as alpha in v1.22 (2021) and took […] The post Kubernetes Swap for AI Inference: LimitedSwap, Memory Hierarchy, and GPU Workload Sizing appeared first on ScaleOps .

open_in_new Read original post