An efficient exact algorithm for triangle listing in large graphs

被引:5
|
作者
Lagraa, Sofiane [1 ]
Seba, Hamida [2 ]
机构
[1] Univ Grenoble Alpes, CNRS, TIMA, LIG, F-38000 Grenoble, France
[2] Univ Lyon 1, CNRS, LIRIS, UMR5205, F-69622 Villeurbanne, France
关键词
Triangle listing; Large graphs; Graph compression;
D O I
10.1007/s10618-016-0451-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a new efficient exact algorithm for listing triangles in a large graph. While the problem of listing triangles in a graph has been considered before, dealing with large graphs continues to be a challenge. Although previous research has attempted to tackle the challenge, this is the first contribution that addresses this problem on a compressed copy of the input graph. In fact, the proposed solution lists the triangles without decompressing the graph. This yields interesting improvements in both storage requirement of the graphs and their time processing.
引用
收藏
页码:1350 / 1369
页数:20
相关论文
共 50 条
  • [21] A new exact maximum clique algorithm for large and massive sparse graphs
    San Segundo, Pablo
    Lopez, Alvaro
    Pardalos, Panos M.
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2016, 66 : 81 - 94
  • [22] EFFICIENT TREE-LISTING ALGORITHM
    CHAN, SG
    CHANG, WT
    [J]. ELECTRONICS LETTERS, 1970, 6 (09) : 271 - &
  • [23] Efficient Triangle Counting in Large Graphs via Degree-Based Vertex Partitioning
    Kolountzakis, Mihail N.
    Miller, Gary L.
    Peng, Richard
    Tsourakakis, Charalampos E.
    [J]. INTERNET MATHEMATICS, 2012, 8 (1-2) : 161 - 185
  • [24] Efficient Triangle Counting in Large Graphs via Degree-Based Vertex Partitioning
    Kolountzakis, Mihail N.
    Miller, Gary L.
    Peng, Richard
    Tsourakakis, Charalampos E.
    [J]. ALGORITHMS AND MODELS FOR THE WEB GRAPH, 2010, 6516 : 15 - +
  • [25] DDSL: Efficient Subgraph Listing on Distributed and Dynamic Graphs
    Jian, Xun
    Wang, Yue
    Lei, Xiayu
    Shen, Yanyan
    Chen, Lei
    [J]. DATABASE SYSTEMS FOR ADVANCED APPLICATIONS (DASFAA 2020), PT II, 2020, 12113 : 632 - 640
  • [26] Quantum Algorithm for Triangle Finding in Sparse Graphs
    Le Gall, Francois
    Nakajima, Shogo
    [J]. ALGORITHMS AND COMPUTATION, ISAAC 2015, 2015, 9472 : 590 - 600
  • [27] Quantum Algorithm for Triangle Finding in Sparse Graphs
    Le Gall, Francois
    Nakajima, Shogo
    [J]. ALGORITHMICA, 2017, 79 (03) : 941 - 959
  • [28] Quantum Algorithm for Triangle Finding in Sparse Graphs
    François Le Gall
    Shogo Nakajima
    [J]. Algorithmica, 2017, 79 : 941 - 959
  • [29] A recognition algorithm for simple-triangle graphs
    Takaoka, Asahi
    [J]. DISCRETE APPLIED MATHEMATICS, 2020, 282 : 196 - 207
  • [30] An Efficient Distributed Subgraph Mining Algorithm in Extreme Large Graphs
    Wu, Bin
    Bai, YunLong
    [J]. ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, PT I, 2010, 6319 : 107 - 115