Source: http://arxiv-web3.library.cornell.edu/abs/1412.5263
Graph Analytics using the Vertica Relational Database
Alekh Jindal, Samuel Madden, Malu Castellanos, Meichun Hsu
(Submitted on 17 Dec 2014)
Abstract
Graph analytics is becoming increasingly popular, with a deluge of new systems for graph analytics having been proposed in the past few years. These systems often start from the assumption that a new storage or query processing system is needed, in spite of graph data being often collected and stored in a relational database in the first place. In this paper, we study Vertica relational database as a platform for graph analytics. We show that vertex-centric graph analysis can be translated to SQL queries, typically involving table scans and joins, and that modern column-oriented databases are very well suited to running such queries. Specifically, we present an experimental evaluation of the Vertica relational database system on a variety of graph analytics, including iterative analysis, a combination of graph and relational analyses, and more complex 1- hop neighborhood graph analytics, showing that it is competitive to two popular vertex-centric graph analytics systems, namely Giraph and GraphLab.
Graph Analytics using the Vertica Relational Database
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Graph Analytics using the Vertica Relational Database
Post by doug_harmon » Thu Dec 18, 2014 3:58 pm
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