2 papers
cs.DC2024
Near-Optimal Fault Tolerance for Efficient Batch Matrix Multiplication via an Additive Combinatorics Lens
Keren Censor-Hillel, Yuka Machino, Pedro Soto
Fault tolerance is a major concern in distributed computational settings. In the classic master-worker setting, a server (the master) needs to perform some heavy computation which…
cs.IT2024
Random Alloy Codes and the Fundamental Limits of Coded Distributed Tensors
Pedro Soto
Tensors are a fundamental operation in distributed computing, \emph{e.g.,} machine learning, that are commonly distributed into multiple parallel tasks for large datasets. Straggle…