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Coded Computing for Distributed Graph Analytics

Published in IEEE Transactions on Information Theory • Jun 3, 2020
NobleIDNI0P07W14R67S16
Authors:
Saurav Prakash
,
Amirhossein Reisizadeh
,
Ramtin Pedarsani

Abstract

Many distributed computing systems have been developed recently for implementing graph based algorithms such as PageRank over large-scale graph-structured datasets such as social networks. Performance of these systems significantly suffers from communication bottleneck as a large number of messages ...

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