Convergence of Edge Computing and Deep Learning: A Comprehensive Survey

• Published in: IEEE Communications surveys and tutorials Vol. 22; no. 2; pp. 869 - 904
• Main Authors: Wang, Xiaofei, Han, Yiwen, Leung, Victor C. M., Niyato, Dusit, Yan, Xueqiang, Chen, Xu
• Format: Journal Article
• Language: English
• Published: IEEE 01.01.2020
• Subjects: artificial intelligence; Cloud computing; computation offloading; Computational modeling; deep learning; Edge computing; Internet of Things; Reliability; Training; Wireless communication

Ubiquitous sensors and smart devices from factories and communities are generating massive amounts of data, and ever-increasing computing power is driving the core of computation and services from the cloud to the edge of the network. As an important enabler broadly changing people's lives, fro...