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Communication-Efficient Edge AI: Algorithms and Systems
[article]
2020
arXiv
pre-print
Artificial intelligence (AI) has achieved remarkable breakthroughs in a wide range of fields, ranging from speech processing, image classification to drug discovery. This is driven by the explosive growth of data, advances in machine learning (especially deep learning), and easy access to vastly powerful computing resources. Particularly, the wide scale deployment of edge devices (e.g., IoT devices) generates an unprecedented scale of data, which provides the opportunity to derive accurate
arXiv:2002.09668v1
fatcat:nhasdzb7t5dt5brs2r7ocdzrnm