Title :
Cloud computing & multi-agent systems: A new promising approach for distributed data mining
Author :
Othmane, Benyoucef ; Hebri, Rahal Sidi Ahmed
Author_Institution :
Dept. d´´Inf., Univ. des Sci. et de la Technol. d´´Oran, Oran, Algeria
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.
Keywords :
cloud computing; data mining; distributed processing; multi-agent systems; DDM; SaaS architecture; agent based system; cloud computing; cloud service archictecture; data volume; distributed data mining; information systems; modern computerization; multiagent systems; networks connectivity; research topics; resource distribution; Cloud computing; Computer architecture; Data mining; Data visualization; Distributed databases; Multiagent systems; Parallel processing; Cloud Computing; Distributed Data mining; Multi-Agent Systems;
Conference_Titel :
Information Technology Interfaces (ITI), Proceedings of the ITI 2012 34th International Conference on
Conference_Location :
Cavtat, Dubrovnik
Print_ISBN :
978-1-4673-1629-3
DOI :
10.2498/iti.2012.0370