GridMiner:构建智能电网系统的基础设施

P. Brezany, I. Janciak
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引用次数: 30

摘要

网格被认为是未来知识经济和科学的关键技术。智慧网格项目(维也纳大学和维也纳科技大学的联合研究项目)的目标是,作为第一个研究项目,涵盖网格上知识生命周期的所有方面——从网格数据存储库中的发现,到处理、共享和最终重用作为新发现输入的知识。本文首先概述了智慧网格基础设施的体系结构,然后重点介绍了基于数据挖掘和在线分析处理(OLAP)在网格存储库中实现知识发现的核心体系结构组件Grid- miner。一个正在运行的GridMiner原型已经作为一个开放的服务系统提供给科学界。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
GridMiner: a fundamental infrastructure for building intelligent grid systems
The grid is considered as a crucial technology for the future knowledge-based economy and science. The Wisdom Grid project (a joint research effort of the University of Vienna and the Vienna University of Technology) aims, as the first research effort, to cover all aspects of the knowledge life cycle on the grid - from discovery in grid data repositories, to processing, sharing and finally reusing of knowledge as input for a new discovery. This paper first outlines the architecture of the Wisdom Grid infrastructure and then focuses on the kernel architecture component called Grid-Miner, which realizes the knowledge discovery, based on data mining and on-line analytical processing (OLAP) in grid repositories. A running GridMiner prototype is already available to the scientific community as an open service system.
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