.png){kind=icon}
返回
A catallactic market for data mining services
.png){kind=icon}
OA
AI
DOI：10.1016/j.future.2006.06.007.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
We describe a Grid market for exchanging data mining services based on the catallactic market mechanism proposed by von Hayek. This market mechanism allows selection between multiple instances of services based on operations required in a data mining task (such as data migration, data pre-processing and subsequently data analysis). Catallaxy is a decentralized approach, based on a free market mechanism, and is particularly useful when the number of market participants is large or when conditions within the market often change. It is therefore particularly suitable in Grid and peer-2-peer systems. The approach assumes that the service provider and user are not co-located, and require multiple message exchanges to carry out a data mining task. A market of J48-based decision tree algorithm instances, each implemented as a Web service, is used to demonstrate our approach. We have validated the feasibility of building catallactic data mining grid applications, and implemented a proof-of-concept application (Cat-COVITE) mapped to a catallactic Grid middleware. (C) 2006 Elsevier B.V. All rights reserved.
Keyword:
data mining
Grid market
application
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
F
IF:
6.1
论文数:
6.8K
被引数:
2.3W
机构
暂无机构信息
引用论文
.png){kind=icon}
A computational economy for grid computing and its implementation in the Nimrod-G resource broker网格计算的计算经济及其在Nimrod-G资源代理中的实现
PREAI
分享收藏 没有更多内容
没有更多内容