Colorful triangle counting and a MapReduce implementation
نویسندگان
چکیده
منابع مشابه
Colorful Triangle Counting and a MapReduce Implementation
In this note we introduce a new randomized algorithm for counting triangles in graphs. We show that under mild conditions, the estimate of our algorithm is strongly concentrated around the true number of triangles. Specifically, if p ≥ max ( log n t , log n √ t ), where n, t, ∆ denote the number of vertices in G, the number of triangles in G, the maximum number of triangles an edge of G is cont...
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Triangle counting is an important problem in graph mining. Clustering coefficients of vertices and the transitivity ratio of the graph are two metrics often used in complex network analysis. Furthermore, triangles have been used successfully in several real-world applications. However, exact triangle counting is an expensive computation. In this paper we present the analysis of a practical samp...
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ژورنال
عنوان ژورنال: Information Processing Letters
سال: 2012
ISSN: 0020-0190
DOI: 10.1016/j.ipl.2011.12.007