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공공누리This item is licensed Korea Open Government License

Title
Data mining middleware for wide-area high-perfomance networks
Author(s)
로버트그로스만권윤주데이비드핸리마이클사발라알랙스살래이애니태카아오이유지유운홍구이민선조맴브래티카주미쿠매조이
Publication Year
2006-03-24
Abstract
In this paper, we describe two distibuted, data intensive applications that were demonstrated at iGrid2005. One involves transporting astronomical data from the SDSS and the other involves computing histograms from multiple high-volume data streams. Both rely on newly developed data transport and data mining middleware. Specifically, we describe a new version of the UDT network protocol called Composible-UDT, a file transfer utility based upon UDT called UDT-Gateway, and an application for building histogram on high-volume data flows called BESH. For both demonstrations, we include a summary of the experimental studies performed at iGrid2005.
Keyword
high-performance network protocol; high-performance data mining; data-mining middleware
Journal Title
Future generations computer systems
Citation Volume
22
ISSN
0167-739X
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Appears in Collections:
7. KISTI 연구성과 > 학술지 발표논문
URI
https://repository.kisti.re.kr/handle/10580/13615
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