96 citations · 580 across the 59 of their papers we have counts for
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cs.NI2021
Efficient and Reliable Overlay Networks for Decentralized Federated Learning
Yifan Hua, Kevin Miller, Andrea L. Bertozzi +2
We propose near-optimal overlay networks based on -regular expander graphs to accelerate decentralized federated learning (DFL) and improve its generalization. In DFL a massive…
cs.NI2019★ 11 cited
Modeling and Designing Routing Protocols in Quantum Networks
Shouqian Shi, Chen Qian
Quantum networks enable a number of important applications such as quantum key distribution. The basic function of a quantum network is to enable long-distance quantum entanglement…
cs.NI2019★ 3 cited
Concury: A Fast and Light-weighted Software Load Balancer
Shouqian Shi, Chen Qian, Ye Yu +3
A load balancer (LB) is a vital network function for cloud services to balance the load amongst resources. Stateful software LBs that run on commodity servers provides flexibility,…