DataFunTalk
Feb 17, 2022 · Cloud Native
ByteDance's Cloud‑Native Transformation of Its Machine Learning Platform
This article explains how ByteDance redesigned its machine‑learning platform using cloud‑native principles, detailing motivations, the shift from Yarn to Kubernetes, the implementation of PS‑Worker and AllReduce frameworks, unified operators, heterogeneous resource scheduling, elastic training, and future directions for large‑scale AI workloads.
Cloud NativeResource Schedulingelastic-training
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