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An Efficient Multidimensional Index Structure for Parallel Environments
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  • An Efficient Multidimensional Index Structure for Parallel Environments
  • An Efficient Multidimensional Index Structure for Parallel Environments
저자명
Bok. Koung-Soo,Song. Seok-Il,Yoo. Jae-Soo
간행물명
International journal of contents
권/호정보
2005년|1권 1호|pp.50-58 (9 pages)
발행정보
한국콘텐츠학회
파일정보
정기간행물|ENG|
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기타
이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
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기타언어초록

Generally, multidimensional data such as image and spatial data require large amount of storage space. There is a limit to store and manage those large amounts of data in single workstation. If we manage the data on parallel computing environment which is being actively researched these days, we can get highly improved performance. In this paper, we propose a parallel multidimensional index structure that exploits the parallelism of the parallel computing environment. The proposed index structure is nP(processor)-nxmD(disk) architecture which is the hybrid type of nP-nD and 1P-nD. Its node structure in-creases fan-out and reduces the height of an index. Also, a range search algorithm that maximizes I/O parallelism is devised, and it is applied to k-nearest neighbor queries. Through various experiments, it is shown that the proposed method outperforms other parallel index structures.