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AINA
2006
IEEE

Peer-to-Peer Usage Analysis: a Distributed Mining Approach

14 years 5 months ago
Peer-to-Peer Usage Analysis: a Distributed Mining Approach
With the huge number of information sources available on the Internet, Peer-to-Peer (P2P) systems offer a novel kind of system architecture providing the large-scale community with applications for file sharing, distributed file systems, distributed computing, messaging and real-time communication. P2P applications also provide a good infrastructure for data and compute intensive operations such as data mining. In this paper we propose a new approach for improving resource searching in a dynamic and distributed database such as an unstructured P2P system. This approach takes advantage of data mining techniques. By using a genetic-inspired algorithm, we propose to extract patterns or relationships occurring in a large number of nodes. Such a knowledge is very useful for proposing the user with often downloaded or requested files according to a majority of behaviors. It may also be useful in order to avoid extra bandwidth consumption.
Florent Masseglia, Pascal Poncelet, Maguelonne Tei
Added 10 Jun 2010
Updated 10 Jun 2010
Type Conference
Year 2006
Where AINA
Authors Florent Masseglia, Pascal Poncelet, Maguelonne Teisseire
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