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Search Optimizations in Structured Peer-to-peer Systems

Title
Search Optimizations in Structured Peer-to-peer Systems
Type
Article in International Conference Proceedings Book
Year
2009
Authors
Lopes, N
(Author)
Other
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Baquero, C
(Author)
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Conference proceedings International
Pages: 111-115
10th International Conference on Intelligent Tutoring Systems18th IEEE International Workshop on Enabling Technologies - Infrastructure for Collaborative Enterprises
Pittsburgh, PAGroningen, NETHERLANDS, JUN 14-18, 2010JUN 29-JUL 01, 2009
Other information
Authenticus ID: P-003-SJT
Abstract (EN): DHT systems are structured overlay networks capable of using P2P resources as a scalable platform for very large data storage applications. However, their efficiency expects a level of uniformity in the association of data to index keys that is often not present in inverted indexes. Index data tends to follow non-uniform distributions, often power law distributions, creating intense local storage hotspots and network bottlenecks on specific hosts. Current techniques like caching cannot, alone, cope with this issue. We propose a distributed data structure based on a decentralized balanced tree to balance storage data and network load more uniformly across hosts. The results show that the data structure is capable of balancing resources, in particular when performing multiple keyword searches.
Language: English
Type (Professor's evaluation): Scientific
No. of pages: 5
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