Efficient indexing RDF query algorithm for big data

被引:0
|
作者
Zeng, Yiqun [1 ]
Wang, Jingbin [1 ]
机构
[1] Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350002, Peoples R China
关键词
RDF; SPARQL; PAR-Tree Index; Hadoop;
D O I
10.4028/www.scientific.net/AMM.441.691
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the rapid development of information technology, data grows explosionly, how to deal with the large scale data become more and more important. Based on the characteristics of RDF data, we propose to compress RDF data. We construct an index structure called PAR-Tree Index, then base on the MapReduce parallel computing framework and the PAR-Tree Index to execute the query. Experimental results show that the algorithm can improve the efficiency of large data query.
引用
收藏
页码:691 / 694
页数:4
相关论文
共 50 条
  • [1] Distributed Join Query Processing for Big RDF Data
    Elzein, Nahla Mohammed
    Majid, Mazlina Abdul
    Fakherldin, Mohammed
    Hashem, Ibrahim Abaker Targio
    [J]. ADVANCED SCIENCE LETTERS, 2018, 24 (10) : 7758 - 7761
  • [2] Storage and Query Indexing Methods on Big Data
    QingE Wu
    Yao Yu
    Lintao Zhou
    Yingbo Lu
    Hu Chen
    Xiaoliang Qian
    [J]. Arabian Journal for Science and Engineering, 2024, 49 : 7359 - 7374
  • [3] Storage and Query Indexing Methods on Big Data
    Wu, QingE
    Yu, Yao
    Zhou, Lintao
    Lu, Yingbo
    Chen, Hu
    Qian, Xiaoliang
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2024, 49 (05) : 7359 - 7374
  • [4] Efficient Index and Query Algorithm Based on Geospatial Big Data
    Zhao, Huihui
    Zhao, Fan
    Chen, Renhai
    Feng, Zhiyong
    [J]. Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2020, 57 (02): : 333 - 345
  • [5] Towards efficient SPARQL query processing on RDF data
    Liu, Chang
    Wang, Haofen
    Yu, Yong
    Xu, Linhao
    [J]. Tsinghua Science and Technology, 2010, 15 (06) : 613 - 622
  • [6] Research on Efficient SPARQL Query Processing for RDF Data
    Zhang, Yi
    [J]. PROCEEDINGS OF THE 2015 2ND INTERNATIONAL WORKSHOP ON MATERIALS ENGINEERING AND COMPUTER SCIENCES (IWMECS 2015), 2015, 33 : 476 - 482
  • [7] Towards Efficient SPARQL Query Processing on RDF Data
    刘畅
    王昊奋
    俞勇
    徐林昊
    [J]. Tsinghua Science and Technology, 2010, 15 (06) : 613 - 622
  • [8] Efficient filtering query indexing in data stream
    Wang, Ying
    Bai, Shuo
    Tan, Jianlong
    Guo, Li
    [J]. WEB INFORMATION SYSTEMS - WISE 2006 WORKSHOPS, PROCEEDINGS, 2006, 4256 : 1 - 12
  • [9] Indexing and querying algorithm based on structure indexing for managing massive-scale RDF data
    Bae, Minho
    Kihm, Jangsu
    Kang, Sanggil
    Oh, Sangyoon
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (02) : 575 - 587
  • [10] Query Answering On Uncertain Big RDF Data Using Apache Spark Framework
    Benbernou, Salima
    Ouziri, Mourad
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2018, : 4854 - 4860