77 citations · 179 across the 54 of their papers we have counts for
3 papers · 1 filter
Private and Rateless Adaptive Coded Matrix-Vector Multiplication
Rawad Bitar, Yuxuan Xing, Yasaman Keshtkarjahromi +3
Edge computing is emerging as a new paradigm to allow processing data near the edge of the network, where the data is typically generated and collected. This enables critical compu…
Secure Coded Cooperative Computation at the Heterogeneous Edge against Byzantine Attacks
Yasaman Keshtkarjahromi, Rawad Bitar, Venkat Dasari +2
Edge computing is emerging as a new paradigm to allow processing data at the edge of the network, where data is typically generated and collected, by exploiting multiple devices at…
Stochastic Gradient Coding for Straggler Mitigation in Distributed Learning
Rawad Bitar, Mary Wootters, Salim El Rouayheb
We consider distributed gradient descent in the presence of stragglers. Recent work on \em gradient coding \em and \em approximate gradient coding \em have shown how to add redunda…