#azure-kubernetes-service

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#dynamic-resource-allocation #nvidia-vgpu #gpu-virtualization #kubernetes-resource-management
DevOps
fromInfoQ
1 day ago

Microsoft Adds DRA-Backed NVIDIA vGPU Support to AKS

Dynamic Resource Allocation with NVIDIA vGPU on AKS enables efficient shared GPU allocation for AI, ML, and media workloads through virtual partitioning at the hypervisor layer.
DevOps
fromInfoQ
1 week ago

Running Ray at Scale on AKS

Microsoft and Anyscale provide guidance for running managed Ray service on Azure Kubernetes Service, addressing GPU capacity limits, ML storage challenges, and credential expiry issues through multi-cluster, multi-region deployment strategies.
Artificial intelligence
fromInfoWorld
4 months ago

Running managed Ray on Azure Kubernetes Service

Anyscale's managed Ray on Azure Kubernetes Service enables building, training, and running large-scale PyTorch ML models without managing distributed infrastructure.
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