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Oct 20, 2024 · Cloud Native

Kubernetes GPU Scheduling: Device Plugin, CDI, NFD, and GPU Operator Overview

This article explains how Kubernetes manages and schedules GPU resources by introducing the Device Plugin framework, the Container Device Interface (CDI), Node Feature Discovery (NFD), and the GPU Operator, detailing their workflows, APIs, and practical usage with NVIDIA GPUs.