23 citations · 53 across the 5 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.DC2020★ 12 cited
Domain-specific Communication Optimization for Distributed DNN Training
Hao Wang, Jingrong Chen, Xinchen Wan +7
Communication overhead poses an important obstacle to distributed DNN training and draws increasing attention in recent years. Despite continuous efforts, prior solutions such as g…
cs.CR2020★ 17 cited
FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning
Zhaoxiong Yang, Shuihai Hu, Kai Chen
With the increasing awareness of privacy protection and data fragmentation problem, federated learning has been emerging as a new paradigm of machine learning. Federated learning t…