Alibaba Cloud Native

Feb 21, 2024 · Cloud Native

How Fluid & JindoCache Accelerate Large‑Scale AI Training in a Cloud‑Native Environment

This article examines the challenges of data‑intensive AI training on heterogeneous cloud‑native infrastructure and explains how the Fluid framework combined with JindoCache and KubeDL provides distributed caching, metadata acceleration, and seamless POSIX access to dramatically improve I/O performance, GPU utilization, and cost efficiency.