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MDLdroid: A ChainSGD-Reduce Approach to Mobile Deep Learning for Personal Mobile Sensing

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Published in 2022 at "IEEE/ACM Transactions on Networking"

DOI: 10.1109/tnet.2021.3103846

Abstract: Personal mobile sensing is fast permeating our daily lives to enable activity monitoring, healthcare and rehabilitation. Combined with deep learning, these applications have achieved significant success in recent years. Different from conventional cloud-based paradigms, running… read more here.

Keywords: personal mobile; mobile deep; learning personal; deep learning ... See more keywords