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
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