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Design and Implementation of a Distributed Data Mining Framework
Prakash Kadel,Ho-Jin Choi(최호진) 한국정보과학회 2007 한국정보과학회 학술발표논문집 Vol.34 No.1C
We envisage that grid computing environments allow us to implement distributed data mining services, that is, those applications which analyze large sets of geographically distributed databases and information using the computational power and resources of a grid environment. This paper describes an experimental framework towards such a distributed data mining approach, including design considerations and a prototype implementation. Based on the “Knowledge Grid” architecture suggested by Cannataro et al., we identify four major components ? user node, broker node, data node, and computation node ? and define their individual roles. For implementing the prototype, we have investigated methods for utilizing distributed resources within a grid computing environment, e.g., communication and coordination among the various resources available.
소프트웨어 프로세스를 위한 워크플로우 작성 엔진의 구현
카델프라카쉬 ( Prakash Kadel ),박준영 ( Junyoung Park ),최호진 ( Ho-jin Choi ) 한국정보처리학회 2007 한국정보처리학회 학술대회논문집 Vol.14 No.1
Workflow composition and management is a crucial part of Component Based Development (CBD). Workflows can be composed reusing existing workflows to improve efficiency during the various stages of software development process. Reusability of software process activities is improved by using existing workflows. This paper proposes a Workflow Composition Engine that generates workflow which consists of existing process activities and describes design of The Workflow Composition Engine. A prototype of the Workflow Composition Engine implemented is described.