most citedAsteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices

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cs.NI2024

Design and Optimization of Hierarchical Gradient Coding for Distributed Learning at Edge Devices

Weiheng Tang, Jingyi Li, Lin Chen +1

Edge computing has recently emerged as a promising paradigm to boost the performance of distributed learning by leveraging the distributed resources at edge nodes. Architecturally,…