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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Detalles Bibliográficos

Publicado en:	Communications of the ACM Vol. 65; no. 5; pp. 111 - 119
Autores principales:	Mallick, Ankur, Chaudhari, Malhar, Sheth, Utsav, Palanikumar, Ganesh, Joshi, Gauri
Formato:	Artículo
Publicado:	Association for Computing Machinery May2022
Materias:	Load balancing (Computer networks) Computer programming Machine learning Data mining
Acceso en línea:	Ver este registro en EBSCOhost