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» On the bias of traceroute sampling: or, power-law degree dis...
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STOC
2005
ACM
135views Algorithms» more  STOC 2005»
14 years 4 months ago
On the bias of traceroute sampling: or, power-law degree distributions in regular graphs
Understanding the graph structure of the Internet is a crucial step for building accurate network models and designing efficient algorithms for Internet applications. Yet, obtaini...
Dimitris Achlioptas, Aaron Clauset, David Kempe, C...
WAW
2007
Springer
89views Algorithms» more  WAW 2007»
13 years 10 months ago
Bias Reduction in Traceroute Sampling - Towards a More Accurate Map of the Internet
Traceroute sampling is an important technique in exploring the internet router graph and the autonomous system graph. Although it is one of the primary techniques used in calculati...
Abraham D. Flaxman, Juan Vera
CORR
2006
Springer
166views Education» more  CORR 2006»
13 years 4 months ago
Bounding the Bias of Tree-Like Sampling in IP Topologies
Abstract. It is widely believed that the Internet's AS-graph degree distribution obeys a power-law form. However, it was recently argued that since Internet data is collected ...
Reuven Cohen, Mira Gonen, Avishai Wool
CORR
2010
Springer
185views Education» more  CORR 2010»
13 years 4 months ago
Estimating and Sampling Graphs with Multidimensional Random Walks
Estimating characteristics of large graphs via sampling is a vital part of the study of complex networks. Current sampling methods such as (independent) random vertex and random w...
Bruno F. Ribeiro, Donald F. Towsley