2008년 추계 학술대회
Current Result Document :
| 한글제목(Korean Title) |
센서 네트워크 기반의 홀리스틱 분산 클러스터링 알고리즘 |
| 영문제목(English Title) |
A holistic distributed clustering algorithm based on sensor network |
| 저자(Author) |
진평
임기욱
남지은
이경오
Chen Ping
Kee-Wook Rim
Nam Ji-Yeun Lee KyungOh
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| 원문수록처(Citation) |
VOL 15 NO. 02 PP. 0874 ~ 0877 (2008. 11) |
한글내용
(Korean Abstract) |
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영문내용
(English Abstract) |
Nowadays the existing data processing systems can only support some simple query for sensor network. It is increasingly important to process the vast data streams in sensor network, and achieve effective acknowledges for users. In this paper, we propose a holistic distributed k-means algorithm for sensor network. In order to verify the effectiveness of this method, we compare it with central k-means algorithm to process the data streams in sensor network. From the evaluation experiments, we can verify that the proposed algorithm is highly capable of processing vast data stream with less computation time. This algorithm prefers to cluster the data streams at the distributed nodes, and therefore it largely reduces redundant data communications compared to the central processing algorithm. |
| 키워드(Keyword) |
clustering algorithm
data streams
k-means
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| 파일첨부 |
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