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HAMi-core and KAI Scheduler: GPU Sharing Moves from Allocatable to Governable

jimmysong.io · published 15 August 2026

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When GPUs Move Toward Open Scheduling: Structural Shifts in AI Native Infrastructure Read at the source ↗
jimmysong.io
https://github.com/cncf-tags/container-device-interface
github.com
https://github.com/Project-HAMi/HAMi
github.com
Kubernetes as the GPU Control Plane: HAMi v2.9 and Next-Gen AI Infra Read at the source ↗
jimmysong.io
From GPU to Token: The 8-Layer Observability Stack for AI Infrastructure Read at the source ↗
jimmysong.io
GPU Utilization Is Breaking: AI Infrastructure Needs a New Definition of Efficiency Read at the source ↗
jimmysong.io
After HAMi Became a CNCF Incubating Project: Open Source Is Moving from Code to Consensus Read at the source ↗
jimmysong.io
https://github.com/kai-scheduler/KAI-Scheduler
github.com
https://github.com/NVIDIA/gpu-operator
github.com
https://github.com/ROCm/gpu-operator
github.com
https://github.com/NVIDIA/nvidia-container-toolkit
github.com
https://github.com/NVIDIA/dcgm-exporter
github.com
https://github.com/NVIDIA/k8s-device-plugin
github.com
https://project-hami.io/blog/hami-core-adopted-by-nvidia-kai-scheduler
project-hami.io
https://project-hami.io/blog/kai-scheduler-hami-gpu-memory-hard-isolation
project-hami.io
https://project-hami.io/tutorials/labs/kai-scheduler-hami-gke
project-hami.io
https://github.com/prometheus/prometheus
github.com
https://github.com/Project-HAMi/KAI-resource-isolator
github.com
https://github.com/kai-scheduler/KAI-Scheduler/blob/main/docs/gpu-sharing/README.md
github.com
https://project-hami.io/docs/next/userguide/kai-scheduler/how-to-use-kai-scheduler
project-hami.io