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基于Top-k查询算法改进的储存与NSDL调度算法研究

Research on the Improved Storage and NSDL Scheduling Algorithm Based on Top-k Query Algorithms
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摘要 针对Top-k查询算法的缺陷,提出一种基于磁盘存储的NSDL调度算法,并将NSDL算法扩展为近似的Top-k查询算法——ANSDL。对NSDL算法和传统DG算法进行I/O开销比较实验,从实验结果来看,NSDL算法具有更高的查询效率和查询精度,而ANSDL算法则在一定的条件下进一步提高NSDL算法的查询效率。 Top-k query algorithms for its high efficiency has been widely applied, but its efficiency with the increase in size of data, shows a larger decline. Aiming at the Top-k query algorithms defects, puts a NSDL scheduling algorithm based on disk storage, and the NSDL algo- rithms for Top-k query algorithms that approximate, ANSDL. Compares NSDL and traditional I/O overhead DG algorithm, judges from the results, NSDL algorithms with higher efficiency and precision, and ANSDL algorithms under certain conditions to further improve the NS- DL query efficiency.
出处 《现代计算机(中旬刊)》 2015年第5期28-32,共5页 Modern Computer
关键词 Top-k算法 调度策略 查询优化 Top-k Algorithm Scheduling Policy Query Optimization
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  • 1Korn Flip,Pagel Bernd-Uwe,Faloutsos Christos.On the ‘Dimensionality Curse' and the ‘Self-Similarity Blessing'.IEEE Transactions on Knowledge and Data Engineering,2001,13(1):96-111.
  • 2Fagin Ronald,Lotem Amnon,Naor Moni.Optimal aggregation algorithms for middleware//Proceedings of the 20th ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems(PODS'01).California,USA,2001:102-113.
  • 3Fagin Ronald,Lotem Amnon,Naor Moni.Optimal aggregation algorithms for middleware.Journal of Computer and System Sciences,2003,66(4):614-656.
  • 4Mamoulis Nikos,Cheng Kit Hung,Yiu Man Lung,Cheung David W.Efficient aggregation of ranked inputs//Proceedings of the 22nd International Conference on Data Engineering(ICDE'06).Atlanta,GA,USA,2006:72-83.
  • 5Mamoulis Nikos,Yiu Man Lung,Cheng Kit Hung,Cheung David W.Efficient top-k aggregation of ranked inputs.ACM Transactions on Database Systems(TODS),2007,32(3):19.
  • 6Pang HweeHwa,Ding Xuhua,Zheng Baihua.Efficient processing of exact top-k queries over disk-resident sorted lists.VLDB Journal,2010,19(3):437-456.
  • 7Fagin Ronald,Kumar Ravi,Sivakumar D.Efficient similarity search and classification via rank aggregation//Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data (SIGMOD'03).San Diego,California,USA,2003:301-312.
  • 8Bloom Burton H.Space/time trade-offs in Hash coding with allowable errors.Communications of the ACM,1970,13(7):422-426.
  • 9Ilyas Ihab F,Beskales George,Soliman Mohamed A.A survey of top-k query processing techniques in relational database systems.ACM Computing Surveys,2008,40(4):11.
  • 10Bruno Nicolas,Chaudhuri Surajit,Gravano Luis.Top-k selection queries over relational databases:Mapping strategies and performance evaluation.ACM Transactions on Database Systems(TODS),2002,27(2):153-187.

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