Hierarchical Coded Matrix Multiplication

In distributed computing systems slow working nodes, known as stragglers, can greatly extend finishing times. Coded computing is a technique that enables straggler-resistant computation. Most coded computing techniques presented to date provide robustness by ensuring that the time to finish depends...

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Vydané v:	IEEE transactions on information theory Ročník 67; číslo 2; s. 726 - 754
Hlavní autori:	Kianidehkordi, Shahrzad, Ferdinand, Nuwan, Draper, Stark C.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.02.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Acceleration Cloud computing coded computing Completion time Computational modeling Computer networks Distributed processing Distributed system Encoding Error correction codes hierarchical coding Interleaved codes Multiplication Nodes partial computation Robustness (mathematics) Statistical models stragglers Task analysis Visualization
ISSN:	0018-9448, 1557-9654
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