11 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.DC2022
OpTree: An Efficient Algorithm for All-gather Operation in Optical Interconnect Systems
Fei Dai, Yawen Chen, Zhiyi Huang +1
All-gather collective communication is one of the most important communication primitives in parallel and distributed computation, which plays an essential role in many HPC applica…
cs.DC2022★ 11 cited
Efficient All-reduce for Distributed DNN Training in Optical Interconnect System
Fei Dai, Yawen Chen, Zhiyi Huang +2
Communication efficiency plays an important role in accelerating the distributed training of Deep Neural Networks (DNN). All-reduce is the crucial communication primitive to reduce…
cs.DC2021★ 4 cited
Accelerating Fully Connected Neural Network on Optical Network-on-Chip (ONoC)
Fei Dai, Yawen Chen, Haibo Zhang +1
Fully Connected Neural Network (FCNN) is a class of Artificial Neural Networks widely used in computer science and engineering, whereas the training process can take a long time wi…