Auction-and-Learning Based Lagrange Coded Computing Model for Privacy-Preserving, Secure, and Resilient Mobile Edge Computing
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2021.3097380
Abstract: We design a novel encoding model based on Lagrange coded computing (LCC) for private, secure, and resilient distributed mobile edge computing (MEC) systems, where multiple base stations (BSs) act as masters offloading their computations to… read more here.
Keywords: lagrange coded; mobile edge; based lagrange; auction ... See more keywords
Berrut Approximated Coded Computing: Straggler Resistance Beyond Polynomial Computing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2022.3151434
Abstract: One of the major challenges in using distributed learning to train complicated models with large data sets is to deal with stragglers effect. As a solution, coded computation has been recently proposed to efficiently add… read more here.
Keywords: berrut approximated; coded computing; computing straggler; approximated coded ... See more keywords