DocumentCode :
2246237
Title :
A distributed randomized approach for the PageRank computation: Part 2
Author :
Ishii, Hideaki ; Tempo, Roberto
Author_Institution :
Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
fYear :
2008
fDate :
9-11 Dec. 2008
Firstpage :
3529
Lastpage :
3534
Abstract :
In the search engine of Google, the PageRank algorithm plays a crucial role in ranking the obtained results. The algorithm determines the importance of each web page based on the link structure of the web. In this two-part paper, we propose a distributed randomized approach for the PageRank computation, where the pages locally update their values by communicating with linked pages. This paper is the second part, and we develop two enhanced distributed schemes which deal with simultaneous updates and update termination of the computations, respectively.
Keywords :
distributed processing; search engines; Google; PageRank computation; Web link structure; Web page; distributed randomized approach; distributed schemes; search engine; Computational intelligence; Computer networks; Control systems; Distributed algorithms; Distributed computing; Educational technology; Linear matrix inequalities; Search engines; Stochastic processes; Web pages; Distributed computation; Multi-agent consensus; PageRank algorithm; Randomization; Stochastic matrices;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location :
Cancun
ISSN :
0191-2216
Print_ISBN :
978-1-4244-3123-6
Electronic_ISBN :
0191-2216
Type :
conf
DOI :
10.1109/CDC.2008.4739022
Filename :
4739022
Link To Document :
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