江西师范大学学报（自然科学版）
江西師範大學學報（自然科學版）
강서사범대학학보（자연과학판）
JOURNAL OF JIANGXI NORMAL UNIVERSITY（NATURAL SCIENCES EDITION）
2008年
2期
184-188
,共5页
网格数据挖掘%网格服务%网格计算%开放网格服务体系结构%Globus Toolkit 4
網格數據挖掘%網格服務%網格計算%開放網格服務體繫結構%Globus Toolkit 4
망격수거알굴%망격복무%망격계산%개방망격복무체계결구%Globus Toolkit 4
grid data mining%grid services%grid computinng%open grid services architecture(OGSA)%globus toolkit 4 (GT4)
先进的应用持续产生非常大量有价值的数据,但是没有足够的技术来充分地抽取数据中潜在的知识.网格能为知识发现应用提供有效的计算支持.该文介绍了一个新颖的面向服务分布式高性能网格数据挖掘体系结构和设计原理.设计和实现了基于先进的Globus Toolkit 4和OGSA-DM网格服务的分布式数据挖掘体系结构,并进一步用网格数据挖掘原型验证了该体系结构.
先進的應用持續產生非常大量有價值的數據,但是沒有足夠的技術來充分地抽取數據中潛在的知識.網格能為知識髮現應用提供有效的計算支持.該文介紹瞭一箇新穎的麵嚮服務分佈式高性能網格數據挖掘體繫結構和設計原理.設計和實現瞭基于先進的Globus Toolkit 4和OGSA-DM網格服務的分佈式數據挖掘體繫結構,併進一步用網格數據挖掘原型驗證瞭該體繫結構.
선진적응용지속산생비상대량유개치적수거,단시몰유족구적기술래충분지추취수거중잠재적지식.망격능위지식발현응용제공유효적계산지지.해문개소료일개신영적면향복무분포식고성능망격수거알굴체계결구화설계원리.설계화실현료기우선진적Globus Toolkit 4화OGSA-DM망격복무적분포식수거알굴체계결구,병진일보용망격수거알굴원형험증료해체계결구.
Advanced applications are continuing to generate ever larger amounts of valuable data,but we are in danger of being unable to extract fully the latent knowlease within the data because of insufficient technology.The grid can play a significant role in providing an effective computational support for knowledge discovery applications.This paper describes design principles and a service-oriented software architecture of a novel infrastructure for distributed and hishperformance data mining in grid enviroranents.This architecture is designed and being implemented on top of the Globus Toolkit 4(it provides basic grid services,such as authentication,information and resource management,etc.)and OGSA-DAI sad services(they provide basic access to grid databases).At last the architecture is validated tiara6 our prototype ofthe srid data mining.
