FLCD: A Flexible Low Complexity Design of Coded Distributed Computing

We propose a flexible low complexity design (FLCD) of coded distributed computing (CDC) with empirical evaluation on Amazon Elastic Compute Cloud (Amazon EC2). CDC can expedite MapReduce like computation by trading increased map computations to reduce communication load and shuffle time. A main nove...

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Veröffentlicht in:	IEEE transactions on cloud computing 2023-01, Vol.11 (1), p.470-483
Hauptverfasser:	Woolsey, Nicholas, Wang, Xingyue, Chen, Rong-Rong, Ji, Mingyue
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Amazon EC2 Benchmark testing Cloud computing Coded distributed computing coded multicasting communication load Complexity Complexity theory computation load Computational modeling Computer networks Distributed computing Distributed processing heterogeneity implementation Indexes low-complexity Parameters Urban areas
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