Rateless Codes for Near-Perfect Load Balancing in Distributed Matrix-Vector Multiplication.

Large-scale machine learning and data mining applications require computer systems to perform massive matrix-vector and matrix-matrix multiplication operations that need to be parallelized across multiple nodes. The presence of straggling nodes--computing nodes that unpredictably slow down or fail--...

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Bibliographic Details

Published in:	Communications of the ACM Vol. 65; no. 5; pp. 111 - 119
Main Authors:	Mallick, Ankur, Chaudhari, Malhar, Sheth, Utsav, Palanikumar, Ganesh, Joshi, Gauri
Format:	Article
Published:	Association for Computing Machinery May2022
Subjects:	Load balancing (Computer networks) Computer programming Machine learning Data mining
Online Access:	View this record in EBSCOhost