Star-shaped SPARQL Query Optimization on Column-family Overlapping Storage

被引:0
作者
Lin, Li-ming [1 ]
Liu, Guang-cao [1 ]
Wang, Yan [2 ]
Lu, Wei [3 ]
机构
[1] Xiamen Great Power Geo Info Tech Co Ltd, State Grid Informat & Telecommun Grp, Xiamen, Peoples R China
[2] Xiamen Univ Technol, Sch Comp & Informat Engn, Xiamen, Peoples R China
[3] Renmin Univ China, Sch Informat, Beijing, Peoples R China
来源
CURRENT TRENDS IN COMPUTER SCIENCE AND MECHANICAL AUTOMATION, VOL 1 | 2017年
基金
中国国家自然科学基金;
关键词
RDF; Star-shaped Query; SPARQL; Column family;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Column families are widely used to store structure-free or semi-structure data. However, traditional RDF data storage methods divide data into independent triples, which makes SPARQL queries executed have a low performance. Here, we propose a JoinFirst SPARQL-translation strategy for improving star-shaped SPARQL queries performance. Experiments demonstrate this strategy is helpful when joins are necessary in star-shaped queries. The speed is accelerated in an exponential scale.
引用
收藏
页码:67 / 73
页数:7
相关论文
共 9 条
[1]   SW-Store: a vertically partitioned DBMS for Semantic Web data management [J].
Abadi, Daniel J. ;
Marcus, Adam ;
Madden, Samuel R. ;
Hollenbach, Kate .
VLDB JOURNAL, 2009, 18 (02) :385-406
[2]   Bio2RDF: Towards a mashup to build bioinformatics knowledge systems [J].
Belleau, Francois ;
Nolin, Marc-Alexandre ;
Tourigny, Nicole ;
Rigault, Philippe ;
Morissette, Jean .
JOURNAL OF BIOMEDICAL INFORMATICS, 2008, 41 (05) :706-716
[3]  
Harth A, 2007, LECT NOTES COMPUT SC, V4825, P211
[4]   Scaling Queries over Big RDF Graphs with Semantic Hash Partitioning [J].
Lee, Kisung ;
Liu, Ling .
PROCEEDINGS OF THE VLDB ENDOWMENT, 2013, 6 (14) :1894-1905
[5]   RDF-3X: a RISC-style Engine for RDF [J].
Neumann, Thomas ;
Weikum, Gerhard .
PROCEEDINGS OF THE VLDB ENDOWMENT, 2008, 1 (01) :647-659
[6]  
Wang Y, 2010, LECT NOTES COMPUT SC, V5981, P580, DOI 10.1007/978-3-642-12026-8_44
[7]   Hexastore: Sextuple Indexing for Semantic Web Data Management [J].
Weiss, Cathrin ;
Karras, Panagiotis ;
Bernstein, Abraham .
PROCEEDINGS OF THE VLDB ENDOWMENT, 2008, 1 (01) :1008-1019
[8]   TripleBit: a Fast and Compact System for Large Scale RDF Data [J].
Yuan, Pingpeng ;
Liu, Pu ;
Wu, Buwen ;
Jin, Hai ;
Zhang, Wenya ;
Liu, Ling .
PROCEEDINGS OF THE VLDB ENDOWMENT, 2013, 6 (07) :517-528
[9]   gStore: a graph-based SPARQL query engine [J].
Zou, Lei ;
Oezsu, M. Tamer ;
Chen, Lei ;
Shen, Xuchuan ;
Huang, Ruizhe ;
Zhao, Dongyan .
VLDB JOURNAL, 2014, 23 (04) :565-590