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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Bin Liu Wang-Chien Lee Dik Lun Lee |
| Copyright Year | 2005 |
| Description | Author affiliation: Dept. of Comput. Sci., Hong Kong Univ. of Sci. & Technol., Kowloon (Bin Liu) |
| Abstract | More and more applications require peer-to-peer (P2P) systems to support complex queries over multi-dimensional data. For example, a P2P auction network for real estate frequently needs to answer queries such as "select five available buildings closest to the airport". Such queries are not efficiently supported in current P2P systems. Towards an efficient and scalable P2P system capable of processing complex multi-dimensional queries, the authors first proposed a comprehensive framework for sharing, indexing, and querying multi-dimensional data, where (i) peers with more computational power coordinate indexing and query processing, and (ii) other peers participate in part of the computation in order to achieve scalability and load-balance. Based on this framework, Network-R-tree (NR-tree), a P2P adaptation of the dominant spatial index - R*-tree was proposed. NR-tree, indexing spatial data at clustered peers, is capable of processing complex queries such as range queries and k-nearest neighbor queries. The authors proposed query processing algorithms for range and k-nearest neighbor queries and experimentally prove the effectiveness of proposed techniques with real data |
| Sponsorship | IEEE Comput. Soc. Tech. Comm. on Distributed Process. (TCDP) |
| Starting Page | 155 |
| Ending Page | 164 |
| File Size | 216801 |
| Page Count | 10 |
| File Format | |
| ISBN | 0769523315 |
| ISSN | 10636927 |
| DOI | 10.1109/ICDCS.2005.75 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2005-06-06 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Peer to peer computing Indexing Query processing Computer science Routing Multidimensional systems Bandwidth Network servers Data engineering Application software |
| Content Type | Text |
| Resource Type | Article |
| Subject | Computer Networks and Communications Hardware and Architecture Software |
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