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Keeping GPU Workloads NUMA-Local in Kubernetes

ronaknathani.com · published 26 May 2026

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Links from this post

Link
Host
https://en.wikipedia.org/wiki/Simultaneous_multithreading
en.wikipedia.org
https://en.wikipedia.org/wiki/Chiplet
en.wikipedia.org
https://en.wikipedia.org/wiki/Infinity_Fabric
en.wikipedia.org
https://en.wikipedia.org/wiki/Intel_Ultra_Path_Interconnect
en.wikipedia.org
https://en.wikipedia.org/wiki/PCI_Express
en.wikipedia.org
https://en.wikipedia.org/wiki/Direct_memory_access
en.wikipedia.org
https://pytorch.org/tutorials/recipes/recipes/tuning_guide.html
pytorch.org
https://kubernetes.io/docs/concepts/workloads/pods/pod-qos/
kubernetes.io
https://kubernetes.io/docs/tasks/administer-cluster/cpu-management-policies/
kubernetes.io
https://kubernetes.io/docs/tasks/administer-cluster/topology-manager/
kubernetes.io
https://sourcegraph.com/r/github.com/kubernetes/kubernetes@78994b5cf1fd09d94f8f1748fac83d15eb83c479/-/blob/pkg/kubelet/cm/cpumanager/cpu_assignment.go?L776
sourcegraph.com
https://www.linkedin.com/in/rlishtaba/
linkedin.com
https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/noderesourcetopology
github.com
https://kubernetes-sigs.github.io/node-feature-discovery/stable/get-started/introduction.html
kubernetes-sigs.github.io
https://kubernetes.io/docs/concepts/workloads/resource-managers/
kubernetes.io
https://github.com/kubernetes-sigs/dra-driver-cpu
github.com