Efficient Processing of Continuous Skyline Query over Smarter Traffic Data Stream for Cloud Computing
The analyzing and processing of multisource real-time transportation data stream lay a foundation for the smart transportation's sensibility, interconnection, integration, and real-time decision making. Strong computing ability and valid mass data management mode provided by the cloud computing...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2013-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2013/209672 |
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| _version_ | 1850236586372890624 |
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| author | Wang Hanning Xu Weixiang Jiulin Yang Lili Wei Jia Chaolong |
| author_facet | Wang Hanning Xu Weixiang Jiulin Yang Lili Wei Jia Chaolong |
| author_sort | Wang Hanning |
| collection | DOAJ |
| description | The analyzing and processing of multisource real-time transportation data stream lay a foundation for the smart transportation's sensibility, interconnection, integration, and real-time decision making. Strong computing ability and valid mass data management mode provided by the cloud computing, is feasible for handling Skyline continuous query in the mass distributed uncertain transportation data stream. In this paper, we gave architecture of layered smart transportation about data processing, and we formalized the description about continuous query over smart transportation data Skyline. Besides, we proposed mMR-SUDS algorithm (Skyline query algorithm of uncertain transportation stream data based on micro-batchinMap Reduce) based on sliding window division and architecture. |
| format | Article |
| id | doaj-art-1a3bc50d67b9469ebbd3e26ab764f3d8 |
| institution | OA Journals |
| issn | 1026-0226 1607-887X |
| language | English |
| publishDate | 2013-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-1a3bc50d67b9469ebbd3e26ab764f3d82025-08-20T02:01:57ZengWileyDiscrete Dynamics in Nature and Society1026-02261607-887X2013-01-01201310.1155/2013/209672209672Efficient Processing of Continuous Skyline Query over Smarter Traffic Data Stream for Cloud ComputingWang Hanning0Xu Weixiang1Jiulin Yang2Lili Wei3Jia Chaolong4State Key Laboratory of Rail Traffic Control and Safety, Beijing JiaoTong University, Beijing 100044, ChinaSchool of Traffic and Transportation, Beijing JiaoTong University, Beijing 100044, ChinaChina National Tendering Center of Mach. & Elec. Equipment, Beijing 100142, ChinaChongqing Public Security Bureau, Chongqing 401147, ChinaState Key Laboratory of Rail Traffic Control and Safety, Beijing JiaoTong University, Beijing 100044, ChinaThe analyzing and processing of multisource real-time transportation data stream lay a foundation for the smart transportation's sensibility, interconnection, integration, and real-time decision making. Strong computing ability and valid mass data management mode provided by the cloud computing, is feasible for handling Skyline continuous query in the mass distributed uncertain transportation data stream. In this paper, we gave architecture of layered smart transportation about data processing, and we formalized the description about continuous query over smart transportation data Skyline. Besides, we proposed mMR-SUDS algorithm (Skyline query algorithm of uncertain transportation stream data based on micro-batchinMap Reduce) based on sliding window division and architecture.http://dx.doi.org/10.1155/2013/209672 |
| spellingShingle | Wang Hanning Xu Weixiang Jiulin Yang Lili Wei Jia Chaolong Efficient Processing of Continuous Skyline Query over Smarter Traffic Data Stream for Cloud Computing Discrete Dynamics in Nature and Society |
| title | Efficient Processing of Continuous Skyline Query over Smarter Traffic Data Stream for Cloud Computing |
| title_full | Efficient Processing of Continuous Skyline Query over Smarter Traffic Data Stream for Cloud Computing |
| title_fullStr | Efficient Processing of Continuous Skyline Query over Smarter Traffic Data Stream for Cloud Computing |
| title_full_unstemmed | Efficient Processing of Continuous Skyline Query over Smarter Traffic Data Stream for Cloud Computing |
| title_short | Efficient Processing of Continuous Skyline Query over Smarter Traffic Data Stream for Cloud Computing |
| title_sort | efficient processing of continuous skyline query over smarter traffic data stream for cloud computing |
| url | http://dx.doi.org/10.1155/2013/209672 |
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