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Baidu Geek Talk
Baidu Geek Talk
Feb 24, 2023 · Cloud Native

Design and Resource Scheduling of Cloud‑Native AI and the PaddleFlow Workflow Engine

The article explains Baidu’s cloud‑native AI resource scheduling across single‑ and multi‑GPU nodes, describes the PaddleFlow Kubernetes‑based workflow engine with its hierarchical queues, advanced scheduling algorithms, unified storage, and how these technologies improve GPU utilization, reduce fragmentation, and simplify AI task orchestration.

AIPaddleFlowResource Scheduling
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Design and Resource Scheduling of Cloud‑Native AI and the PaddleFlow Workflow Engine