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Finding, Counting and Listing All Triangles in Large Graphs, an Experimental Study

机译:在大图中查找,计算和列出所有三角形的实验研究

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摘要

In the past, the fundamental graph problem of triangle counting and listing has been studied intensively from a theoretical point of view. Recently, triangle counting has also become a widely used tool in network analysis. Due to the very large size of networks like the Internet, WWW or social networks, the efficiency of algorithms for triangle counting and listing is an important issue. The main intention of this work is to evaluate the practicability of triangle counting and listing in very large graphs with various degree distributions. We give a surprisingly simple enhancement of a well known algorithm that performs best, and makes triangle listing and counting in huge networks feasible. This paper is a condensed presentation of [SW05].
机译:过去,从理论的角度对三角形计数和列出的基本图形问题进行了深入研究。最近,三角计数也已成为网络分析中广泛使用的工具。由于诸如Internet,WWW或社交网络之类的网络非常庞大,三角形计数和列表算法的效率是一个重要的问题。这项工作的主要目的是评估三角形计数和在具有不同程度分布的超大图形中列出的实用性。我们以惊人的简单方式对众所周知的算法进行了增强,该算法性能最佳,并且可以在大型网络中进行三角列表和计数。本文是[SW05]的简要介绍。

著录项

  • 来源
    《》|2005年|P.606-609|共4页
  • 会议地点 Santorini Island(GR)
  • 作者

    Thomas Schank; Dorothea Wagner;

  • 作者单位

    University of Kalrsruhe, Germany;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 理论、方法;
  • 关键词

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