Byzantine-Robust Decentralized Federated Learning
Minghong Fang, Zifan Zhang, et al.
CCS 2024
In network communication systems, frequently messages are routed along a minimum diameter spanning tree (MDST) of the network, to minimize the maximum travel time of messages. When a transient failure disables an edge of the MDST, the network is disconnected, and a temporary replacement edge must be chosen, which should ideally minimize the diameter of the new spanning tree. Such a replacement edge is called a best swap. Preparing for the failure of any edge of the MDST, the all-best-swaps (ABS) problem asks for finding the best swap for every edge of the MDST. Given a 2-edge-connected weighted graph G=(V,E), where |V|=n and |E|=m, we solve the ABS problem in O(mlog∈n) time and O(m) space, thus considerably improving upon the decade-old previously best solution, which requires time and O(m) space, for m=o(n 2/log∈ 2 n). © 2010 Springer Science+Business Media, LLC.
Minghong Fang, Zifan Zhang, et al.
CCS 2024
Jianke Yang, Robin Walters, et al.
ICML 2023
M.B. Small, R.M. Potemski
Proceedings of SPIE 1989
Andrew Skumanich
SPIE Optics Quebec 1993