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| An Efficient Method for Skyline Recommendation in Distributed Networks |
| Huang Zhen-hua①② Zhang Bo③ |
①(School of Electronics and Information, Tongji University, Shanghai 201804, China)
②(Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai 201804, China)
③(College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai 200234, China) |
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Abstract Based on distributed networks of the Super-Peer Architecture (SPA), this paper proposes Efficient Method for Skyline Recommendation in Distributed Networks (EMSRDN), to handle u skyline recommendation instructions by prestore w skyline snapshots. The EMSRDN method fully considers the characteristic of storage and communication of SPA networks, and uses the map/reduce distributed computation model. The EMSRDN algorithm can fast produce the optimal w skyline snapshots through the phase of heuristically constructing the initial set of snapshot. The detailed theoretical analyses and extensive experiments demonstrate that the proposed EMSRDN algorithm is both efficient and practical.
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Received: 12 May 2014
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Corresponding Authors:
Huang Zhen-hua
E-mail: huangzhenhua@tongji.edu.cn
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2015, Vol. 37 
