740 citations · 3.9k across the 136 of their papers we have counts for
3 papers · 2 filters
Coded Elastic Computing
Yaoqing Yang, Matteo Interlandi, Pulkit Grover +3
Cloud providers have recently introduced new offerings whereby spare computing resources are accessible at discounts compared to on-demand computing. Exploiting such opportunity is…
Coded Iterative Computing using Substitute Decoding
Yaoqing Yang, Malhar Chaudhari, Pulkit Grover +1
In this paper, we propose a new coded computing technique called "substitute decoding" for general iterative distributed computation tasks. In the first part of the paper, we use P…
Convergence Analysis of Belief Propagation on Gaussian Graphical Models
Jian Du, Shaodan Ma, Yik-Chung Wu +2
Gaussian belief propagation (GBP) is a recursive computation method that is widely used in inference for computing marginal distributions efficiently. Depending on how the factoriz…