Title
Graph analysis: do we have to reinvent the wheel?
Abstract
The problem of efficiently analyzing graphs of various shapes and sizes has been recently enjoying an increased level of attention both in the academia and in the industry. This trend prompted creation of specialized graph databases that have been rapidly gaining popularity of late. In this paper we argue that there exist alternatives to graph databases, providing competitive or superior performance, that do not require replacement of the entire existing storage infrastructure by the companies wishing to deploy them.
Year
DOI
Venue
2013
10.1145/2484425.2484432
GRADES
Keywords
Field
DocType
graph analysis,entire existing storage infrastructure,various shape,specialized graph databases,graph databases,increased level,superior performance,graph partitioning,distributed system
Graph,Graph database,Computer science,Popularity,Theoretical computer science,Power graph analysis,Graph analytics,Graph partition,Graph (abstract data type),Distributed computing
Conference
Citations 
PageRank 
References 
15
0.88
7
Authors
6
Name
Order
Citations
PageRank
Adam Welc138424.01
Raghavan Raman223510.70
Zhe Wu3191.29
Sungpack Hong486433.20
Hassan Chafi5111861.11
Jay Banerjee6984422.56