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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Veröffentlicht in:	IEEE transactions on information theory 2021-02, Vol.67 (2), p.726-754
Hauptverfasser:	Kianidehkordi, Shahrzad, Ferdinand, Nuwan, Draper, Stark C.
Format:	Artikel
Sprache:	eng
Schlagworte:	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
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