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MIG

5 articles · Page 1 of 1
ThinkingAgent
ThinkingAgent
Jul 4, 2026 · Cloud Native

Building the AI Infra Foundation: L0 Resource Layer for GPU Scheduling and Cloud‑Native Architecture

The article presents a detailed, step‑by‑step analysis of the L0 resource layer that underpins AI infrastructure, covering GPU scheduling, multi‑tier storage, low‑latency networking, core architectural components, key technologies such as MIG, Volcano, Kueue and RDMA, practical implementation patterns, quantitative acceptance criteria, and common pitfalls with best‑practice mitigations.

AI infrastructureGPU schedulingJuiceFS
0 likes · 26 min read
Building the AI Infra Foundation: L0 Resource Layer for GPU Scheduling and Cloud‑Native Architecture
Architects' Tech Alliance
Architects' Tech Alliance
Oct 27, 2024 · Industry Insights

How GPU Virtualization Works: From User‑Space APIs to Hardware Isolation

This article explains why GPU virtualization is needed, compares resource‑sharing and isolation approaches, and details user‑level API interception, remote API forwarding, half‑virtualization with virtio, kernel‑level driver interception, and hardware‑level solutions such as vGPU, MIG, and AMD MxGPU.

ContainerGPU virtualizationMIG
0 likes · 14 min read
How GPU Virtualization Works: From User‑Space APIs to Hardware Isolation
Cloud Native Technology Community
Cloud Native Technology Community
Mar 11, 2024 · Cloud Native

Harnessing Nvidia GPUs in Kubernetes: Virtualization, Scheduling & Best Practices

This article explains how to combine Nvidia GPUs with Kubernetes, covering CUDA toolkits, device plugins, GPU virtualization techniques such as Time‑Slicing, MPS and MIG, and advanced scheduling options like Volcano, while also outlining practical deployment steps and performance considerations.

Device PluginGPU virtualizationKubernetes
0 likes · 22 min read
Harnessing Nvidia GPUs in Kubernetes: Virtualization, Scheduling & Best Practices