聖塔非研究所

摘要 Understanding the graph structure of the Internet

2009 · 已發表論文 · 更新 2026/08/30 下午12:48

摘要 Understanding the graph structure of the Internet is a crucial step for building accurate 網絡 models and designing efficient algorithms for Internet applications. Yet, obtaining this graph…

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論文資訊

  • 類型:已發表論文
  • 日期:2009

摘要

Understanding the graph structure of the Internet is a crucial step for building accurate 網絡 models and designing efficient algorithms for Internet applications. Yet, obtaining this graph structure can be a surprisingly difficult task, as edges cannot be explicitly queried. For instance, empirical studies of the 網絡 of Internet Protocol (IP) addresses typically rely on indirect methods like traceroute to build what are approximately single-source, all-destinations, shortest-path trees. These trees only sample a fraction of the 網絡's edges, and a paper by Lakhina et al. [2003] found empirically that the resulting sample is intrinsically biased. Further, in simulations, they observed that the degree distribution under traceroute sampling exhibits a 冪次定律 even when the underlying degree distribu

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