2 papers
cs.DC2026
Duet: Co-Optimizing P2P Message Propagation and Rotating-Leader Consensus
Yifeng Ye, Rongji Huang, Gerui Wang +4
In blockchain systems, peer-to-peer (P2P) overlay networks play a crucial role in providing reliable, scalable and efficient message-delivery services to upper layers. However, the…
cs.LG2023
DRAG: Divergence-based Adaptive Aggregation in Federated learning on Non-IID Data
Feng Zhu, Jingjing Zhang, Shengyun Liu +1
Local stochastic gradient descent (SGD) is a fundamental approach in achieving communication efficiency in Federated Learning (FL) by allowing individual workers to perform local u…