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Book Chapter
On Reshaping of Clustering Coefficients in Degree-Based Topology Generators
Book Series
Lecture Notes in Computer Science
Publisher
Springer Berlin / Heidelberg
ISSN
0302-9743 (Print) 1611-3349 (Online)
Volume
Volume 3243/2004
Book
Algorithms and Models for the Web-Graph
DOI
10.1007/b101552
Copyright
2004
ISBN
978-3-540-23427-2
Category
Contributed Papers
Pages
68-79
Subject Collection
Computer Science
SpringerLink Date
Monday, October 11, 2004
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Contributed Papers
On Reshaping of Clustering Coefficients in Degree-Based Topology Generators
Xiafeng Li
1
, Derek Leonard
1
and Dmitri Loguinov
1
(1)
Texas A&M University, College Station, TX 77843, USA
Abstract
Recent work has shown that the Internet exhibits a power-law node degree distribution and
high
clustering. Considering that many existing degree-based Internet topology generators do not achieve this level of clustering, we propose a randomized algorithm that increases the clustering coefficients of graphs produced by these generators. Simulation results confirm that our algorithm makes the graphs produced by existing generators match clustering properties of the Internet topology.
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