DocumentCode
756575
Title
Measuring the size of the Internet via importance sampling
Author
Xing, Song ; Paris, Bernd-Peter
Author_Institution
Dept. of Electr. & Comput. Eng., George Mason Univ., Fairfax, VA, USA
Volume
21
Issue
6
fYear
2003
Firstpage
922
Lastpage
933
Abstract
Measuring the size of the Internet via Monte Carlo sampling requires probing a large portion of the Internet protocol (IP) address space to obtain an accurate estimate. However, the distribution of information servers on the Internet is highly nonuniform over the IP address space. This allows us to design probing strategies based on importance sampling for measuring the prevalence of an information service on the Internet that are significantly more effective than strategies relying on Monte Carlo sampling. We present thorough analysis of our strategies together with accurate estimates for the current size of the Internet Protocol Version 4 (IPv4) Internet as measured by the number of publicly accessible web servers and FTP servers.
Keywords
Internet; importance sampling; network servers; performance evaluation; transport protocols; FTP servers; IP address space; IPv4; Internet; Internet Protocol Version 4; Internet protocol; Internet size measurement; Monte Carlo sampling; importance sampling; information servers distribution; information service; probing strategies design; Current measurement; Extraterrestrial measurements; IP networks; Monte Carlo methods; Network servers; Protocols; Sampling methods; Size measurement; Web and internet services; Web server;
fLanguage
English
Journal_Title
Selected Areas in Communications, IEEE Journal on
Publisher
ieee
ISSN
0733-8716
Type
jour
DOI
10.1109/JSAC.2003.814510
Filename
1217278
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