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360 Smart Cloud
360 Smart Cloud
May 15, 2024 · Cloud Native

Polefs: A Cloud‑Native Distributed Cache File System for AI Training Workloads

The article outlines the challenges of massive AI training data, defines storage performance requirements, and presents Polefs—a cloud‑native distributed cache file system with unified storage, metadata acceleration, and read/write caching designed to improve GPU utilization and reduce data redundancy.

AICloud NativeDistributed File System
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Polefs: A Cloud‑Native Distributed Cache File System for AI Training Workloads