TinyML Meets IoT: A Comprehensive Survey

Distilling the Knowledge in a Neural Network

Geoffrey E. Hinton, Oriol Vinyals · arXiv (Cornell University) · 2015 · 14K citations · Full text

Computing, Computer Science, Acoustics +15

Edge Computing: Vision and Challenges

Weisong Shi, Jie Cao, Quan Zhang et al. · IEEE Internet of Things Journal · 2016 · 7.9K citations

Computing, Cloud Computing, Information Technology +17

A Survey on Mobile Edge Computing: The Communication Perspective

Yuyi Mao, Changsheng You, Jun Zhang et al. · IEEE Communications Surveys & Tutorials · 2017 · 5.4K citations

Computing, Computer Systems, Information Technology +15

Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

Song Han, Huizi Mao, William J. Dally · arXiv (Cornell University) · 2015 · 3.5K citations · Full text

Computing, Computer Engineering, Computer Science +15

Next Generation 5G Wireless Networks: A Comprehensive Survey

Mamta Agiwal, Abhishek Roy, Navrati Saxena · IEEE Communications Surveys & Tutorials · 2016 · 3.4K citations

Engineering, Communication, Electrical Engineering +17