Cloud computing & multi-agent systems: A new promising approach for distributed data mining

Benyoucef Othmane, Rahal Sidi Ahmed Hebri
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引用次数: 10

Abstract

The distributed data mining (DDM) become one of the major research topics in information systems over the few past years, after the growth of the networks connectivity, and the data volume as well. At the same time the cloud computing made its appearance and proving that it's the future of: the modern computerization and the new promising solution for resource distribution. The last two points fits the requirements of this new technology to be adapted for the resolution of the DDM problems. In this paper we will present our new approach for the distributed data mining with using of the technologies of the multi-agent systems and the cloud computing. We propose an agent based system that work under a cloud service (SaaS) architecture as a modular, extensible, easy to develop and use DDM system.
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云计算&多代理系统:分布式数据挖掘的一种新方法
随着网络连通性和数据量的不断增长,分布式数据挖掘(DDM)成为近年来信息系统研究的热点之一。与此同时,云计算的出现证明了它是现代计算机化的未来和资源分配的新解决方案。后两点符合这种新技术的要求,适合于解决DDM问题。本文提出了利用多智能体系统和云计算技术进行分布式数据挖掘的新方法。我们提出了一个基于agent的系统,该系统工作在云服务(SaaS)架构下,是一个模块化、可扩展、易于开发和使用的DDM系统。
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