NDLI: XGDBench: A benchmarking platform for graph stores in exascale clouds

Content Provider	IEEE Xplore Digital Library
Author	Dayarathna, M. Suzumura, T.
Copyright Year	2012
Description	Author affiliation: Department of Computer Science Tokyo Institute of Technology/IBM Research - Tokyo Tokyo, Japan (Suzumura, T.) \|\| Department of Computer Science Tokyo Institute of Technology Tokyo, Japan (Dayarathna, M.)
Abstract	In recent years many online graph database service providers have started their operations in public clouds due to the growing demand for graph data storage and analysis. While this trend continues to rise there is little support available for benchmarking graph database systems in cloud environments. In this paper we introduce XGDBench which is a graph database benchmarking platform for cloud computing systems. XGDBench has been designed to operate in current cloud service infrastructures as well as on future exascale clouds. We extend the famous Yahoo! Cloud Serving Benchmark to the domain of graph database benchmarking. The benchmark platform is written in X10 which is a PGAS language intended for programming future exascale systems. We describe the architecture of the XGDBench focusing on its importance for exascale clouds. We did a cluster analysis to compare the realistic nature of XGDBench data generator and saw that the community structures of synthetic graphs produced by XGDBench outperforms RMAT. We also conducted performance evaluation of four famous graph data stores AllegroGraph, Fuseki, Neo4j, an OrientDB using XGDBench on Tsubame 2.0 HPC cloud environment.
Starting Page	363
Ending Page	370
File Size	958613
Page Count	8
File Format	PDF
ISBN	9781467345118
e-ISBN	9781467345101
e-ISBN	9781467345095
DOI	10.1109/CloudCom.2012.6427516
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-12-03
Publisher Place	Taiwan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Cloud computing Databases Object oriented modeling Social network services Computational modeling System performance Benchmark testing Generators Database systems Performance analysis Network theory (graphs)
Content Type	Text
Resource Type	Article

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