3 citations · 5 across the 3 of their papers we have counts for
5 papers
DSAG: A mixed synchronous-asynchronous iterative method for straggler-resilient learning
Albin Severinson, Eirik Rosnes, Salim El Rouayheb +1
We consider straggler-resilient learning. In many previous works, e.g., in the coded computing literature, straggling is modeled as random delays that are independent and identical…
Coded Distributed Tracking
Albin Severinson, Eirik Rosnes, Alexandre Graell i Amat
We consider the problem of tracking the state of a process that evolves over time in a distributed setting, with multiple observers each observing parts of the state, which is a fu…
A Droplet Approach Based on Raptor Codes for Distributed Computing With Straggling Servers
Albin Severinson, Alexandre Graell i Amat, Eirik Rosnes +2
We propose a coded distributed computing scheme based on Raptor codes to address the straggler problem. In particular, we consider a scheme where each server computes intermediate…
Block-Diagonal and LT Codes for Distributed Computing With Straggling Servers
Albin Severinson, Alexandre Graell i Amat, Eirik Rosnes
We propose two coded schemes for the distributed computing problem of multiplying a matrix by a set of vectors. The first scheme is based on partitioning the matrix into submatrice…
Block-Diagonal Coding for Distributed Computing With Straggling Servers
Albin Severinson, Alexandre Graell i Amat, Eirik Rosnes
We consider the distributed computing problem of multiplying a set of vectors with a matrix. For this scenario, Li et al. recently presented a unified coding framework and showed a…