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New cross-matching algorithm in large-scale catalogs with ThreadPool technique 被引量:1

New cross-matching algorithm in large-scale catalogs with ThreadPool technique
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摘要 We introduce an algorithm to solve the block-edge problem taking advantage of the two different sky splitting functions: HTM and HEALPix. We make the cross-match with the two functions, and then we obtain the union set of the two different sets. We use the ThreadPool technique to speed up the cross-match. In this way improved accuracy can be obtained on the cross-match. Our experiments show that this algorithm has a remarkable performance superiority compared with the previous ones and can be applied to the cross-match between large-scale catalogs. We give some ideas about solving the many-for-one situation occurred in the cross-match. We introduce an algorithm to solve the block-edge problem taking advantage of the two diferent sky splitting functions:HTM and HEALPix.We make the cross-match with the two functions,and then we obtain the union set of the two diferent sets.We use the ThreadPool technique to speed up the cross-match.In this way improved accuracy can be obtained on the cross-match.Our experiments show that this algorithm has a remarkable performance superiority compared with the previous ones and can be applied to the cross-match between large-scale catalogs.We give some ideas about solving the many-for-one situation occurred in the cross-match.
出处 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2014年第3期577-583,共7页 中国科学:物理学、力学、天文学(英文版)
基金 supported by the National Natural Science Foundation of China(Grant Nos.10973021,11078013 and 11233004)
关键词 CROSS-MATCH astronomical catalogs methods: HTM and HEALPix ThreadPool 匹配算法 线程池 技术 目录 性能优势 HTM 分割
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参考文献10

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