Locally Recoverable Coded Matrix Multiplication.

Allerton(2018)

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摘要
Repair locality is important to recover from failed nodes in distributed computing especially when communicating all the data to a master node is expensive. Here, building on recent work on coded matrix multiplication, we provide locally recoverable coded matrix multiplication strategies. Leveraging constructions of optimal matrix multiplication codes and optimal locally recoverable (LRC) codes, we provide constructions of LRC Polynomial codes (minimal communication) and LRC MatDot codes (minimal storage).
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关键词
Computational modeling,Maintenance engineering,Encoding,Systematics,Bandwidth,Distributed databases
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