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《Computer Science》 2005-11
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CBFrag-Cubing: An Algorithm of High-Dimensional Data Cubing Based on Compressed Bitmap

LIU Yun-Tao;BAO Yu-Bin;WU Dan;LENG Fang-Ling;SUN Huan-Liang;YU Ge School of Information Science and Engineering, Northeastern University, Shenyang 110004  
The computation of data cube is one of the most essential but expensive issues in data warehouse and OLAP. Frag-Cubing algorithm is recently proposed to perform data cubing on such data sets, which exist in applications like bioinformatics, statistics, and text processing that characterized by high dimensionality and low cardinality. In order to enhance efficiency of Frag-Cubing algorithm, a partition-based CBFrag-Cubing algorithm is proposed. It uses Com- pressed bitmap index to optimize the storage of cube, and reduces the computing time. Experimental results show that, compared with Frag-Cubing algorithm, the CBFrag-Cubing algorithm saves at least 25% on storage space and about 30% on computing time.
【Fund】: 国家自然科学基金(编号:60173051);; 国家863高技术计划CIMS主题(编号:2003AA414210);; 教育部优秀青年教师科研教育奖励计划资助
【CateGory Index】: TP311.13
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【Secondary References】
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