Efficient search based on content similarity over self-organizing P2P networks

被引:0
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作者
Christos Doulkeridis
Akrivi Vlachou
Kjetil Nørvåg
Yannis Kotidis
Michalis Vazirgiannis
机构
[1] NTNU,Department of Computer and Information Science
[2] AUEB,Department of Informatics
关键词
Peer-to-peer systems; Content search; Self-organizing overlay networks;
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中图分类号
学科分类号
摘要
The advent of the World Wide Web has made an enormous amount of information available to everyone and the widespread use of digital equipment enables end-users (peers) to produce their own digital content. This vast amount of information requires scalable data management systems. Peer-to-peer (P2P) systems have so far been well established in several application areas, with file-sharing being the most prominent. The next challenge that needs to be addressed is (more complex) data sharing, management and query processing, thus facilitating the delivery of a wide spectrum of novel data-centric applications to the end-user, while providing high Quality-of-Service. In this paper, we propose a self-organizing P2P system that is capable to identify peers with similar content and intentionally assign them to the same super-peer. During content retrieval, fewer super-peers need to be contacted and therefore efficient similarity search is supported, in terms of reduced network traffic and contacted peers. Our approach increases the responsiveness and reliability of a P2P system and we demonstrate the advantages of our approach using large-scale simulations.
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页码:67 / 79
页数:12
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