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
来源：
MACHINERY ELECTRONICS AND CONTROL ENGINEERING III | 2014年 / 441卷
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
  • [41] Efficient indexing for Query By String text retrieval
    Ghosh, Suman K.
    Gomez, Liuis
    Karatzas, Dimosthenis
    Valveny, Ernest
    2015 13TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), 2015, : 1236 - 1240
  • [42] On range query indexing for efficient stream processing
    Wu, Kun-Lung
    Chen, Shyh-Kwei
    Yu, Philip S.
    IEEE INTERNATIONAL CONFERENCE ON SENSOR NETWORKS, UBIQUITOUS, AND TRUSTWORTHY COMPUTING, VOL 1, PROCEEDINGS, 2006, : 530 - +
  • [43] Cymo: A Storage Model with Query-Aware Indexing for Spatio-Temporal Big Data
    Guo, Yang
    Shao, Zili
    2022 IEEE 42ND INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2022), 2022, : 122 - 132
  • [44] Towards an Efficient Top-K Trajectory Similarity Query Processing Algorithm for Big Trajectory Data on GPGPUs
    Leal, Eleazar
    Gruenwald, Le
    Zhang, Jianting
    You, Simin
    2016 IEEE INTERNATIONAL CONGRESS ON BIG DATA - BIGDATA CONGRESS 2016, 2016, : 206 - 213
  • [45] Grace: An Efficient Parallel SPARQL Query System over Large-Scale RDF Data
    Kang, Xiang
    Zhao, Yuying
    Yuan, Pingpeng
    Jin, Hai
    PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2021, : 769 - 774
  • [46] RDF Data Storage Techniques for Efficient SPARQL Query Processing using Distributed Computation Engines
    Hassan, Mahmudul
    Bansal, Srividya K.
    2018 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI), 2018, : 323 - 330
  • [47] Efficient kNN classification algorithm for big data
    Deng, Zhenyun
    Zhu, Xiaoshu
    Cheng, Debo
    Zong, Ming
    Zhang, Shichao
    NEUROCOMPUTING, 2016, 195 : 143 - 148
  • [48] An Efficient Distributed Algorithm for Big Data Processing
    Al-kahtani, Mohammed S.
    Karim, Lutful
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2017, 42 (08) : 3149 - 3157
  • [49] An Efficient Distributed Algorithm for Big Data Processing
    Mohammed S. Al-kahtani
    Lutful Karim
    Arabian Journal for Science and Engineering, 2017, 42 : 3149 - 3157
  • [50] A Top-k Query Algorithm for Big Data Based on MapReduce
    Lin, Xueyan
    PROCEEDINGS OF 2015 6TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE, 2015, : 982 - 985
12345