Performance Modeling of Computation and Communication Tradeoffs in Vertex-Centric Graph Processing Clusters

Abdolrashidi, Amirreza and Ramaswamy, Lakshmish and Narron, David (2014) Performance Modeling of Computation and Communication Tradeoffs in Vertex-Centric Graph Processing Clusters. In: 10th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing.

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Abstract

Distributed vertex-centric graph processing systems have been recently proposed to perform different types of analytics on large graphs. These systems utilize the parallelism of shared nothing clusters. In this work we propose a novel model for the performance cost of such clusters. We also define n

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 10:16
Last Modified: 17 Apr 2026 19:58
URI: http://eprints.eai.eu/id/eprint/11753

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