An algorithm for multi-way distance join query

被引:2
|
作者
Liang, Yin [1 ]
Zhang, Hong [1 ]
机构
[1] China Univ Min & Technol, Dept Comp Sci & Technol, Xuzhou 221008, Jiangsu, Peoples R China
关键词
D O I
10.1109/ICSMC.2006.384417
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents K-DJQ algorithms for solving multi-way distance join query, which finds the K n-tuples from n spatial datasets that have the smallest distance value according to query graph. R-tree is used as index structure for each dataset. K-DJQ algorithm is recursive non-incremental approach following depth-first search strategy and synchronously traverses all R-trees, which returns the K n-tuples of the result all together at the end of the algorithm without producing any intermediate result. In addition, distance-based plane-sweep technique is used as optimization techniques for K-DJQ to reduce the total query processing time. Finally, performance and accuracy of K-DJQ algorithm are evaluated in terms of different K value and the number of datasets through experimentation.
引用
收藏
页码:412 / +
页数:3
相关论文
共 50 条
  • [1] Multi-way distance join queries in spatial databases
    Corral, A
    Manolopoulos, Y
    Theodoridis, Y
    Vassilakopoulos, M
    [J]. GEOINFORMATICA, 2004, 8 (04) : 373 - 402
  • [2] Multi-Way Distance Join Queries in Spatial Databases
    Antonio Corral
    Yannis Manolopoulos
    Yannis Theodoridis
    Michael Vassilakopoulos
    [J]. GeoInformatica, 2004, 8 : 373 - 402
  • [3] HyMJ: A Hybrid Structure Aware Approach to Distributed Multi-Way Join Query
    Zhu, Guanghui
    Wu, Xiaoqi
    Yin, Liangliang
    Wang, Haogang
    Gu, Rong
    Yuan, Chunfeng
    Huang, Yihua
    [J]. 2019 IEEE 35TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2019), 2019, : 1726 - 1729
  • [4] Multi-way spatial join selectivity for the ring join graph
    Min, JK
    Park, HH
    Chung, CW
    [J]. INFORMATION AND SOFTWARE TECHNOLOGY, 2005, 47 (12) : 785 - 795
  • [5] SigMR: MapReduce-based SPARQL query processing by signature encoding and multi-way join
    Ahn, Jinhyun
    Im, Dong-Hyuk
    Kim, Hong-Gee
    [J]. JOURNAL OF SUPERCOMPUTING, 2015, 71 (10): : 3695 - 3725
  • [6] SigMR: MapReduce-based SPARQL query processing by signature encoding and multi-way join
    Jinhyun Ahn
    Dong-Hyuk Im
    Hong-Gee Kim
    [J]. The Journal of Supercomputing, 2015, 71 : 3695 - 3725
  • [7] AutoMJ: Towards Efficient Multi-way Join Query on Distributed Data-parallel Platform
    Zhu, Guanghui
    Wu, Xiaoqi
    Gu, Rong
    Yuan, Chunfeng
    Huang, Yihua
    [J]. 2017 IEEE 23RD INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS), 2017, : 161 - 169
  • [8] Towards a Multi-way Similarity Join Operator
    Galkin, Mikhail
    Vidal, Maria-Esther
    Auer, Soeren
    [J]. NEW TRENDS IN DATABASES AND INFORMATION SYSTEMS, ADBIS 2017, 2017, 767 : 267 - 274
  • [9] Multi-way Time Series Join on Multi-length Patterns
    Mollah, Md Parvez
    Souza, Vinicius M. A.
    Mueen, Abdullah
    [J]. 2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021), 2021, : 429 - 438
  • [10] Query processing of multi-way stream window joins
    Moustafa A. Hammad
    Walid G. Aref
    Ahmed K. Elmagarmid
    [J]. The VLDB Journal, 2008, 17 : 469 - 488