DataFunTalk
Jun 13, 2021 · Artificial Intelligence
GPU Virtual Sharing for AI Inference Services on Kubernetes
The article presents a GPU virtual‑sharing solution for AI inference workloads that isolates memory and compute resources via CUDA API interception, integrates with Kubernetes using the open‑source aliyun‑gpushare scheduler, and demonstrates doubled GPU utilization and minimal performance loss across multiple tests.
CUDAGPU virtualizationKubernetes
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