Title :
N2Cloud: Cloud based neural network simulation application
Author :
Huqqani, Altaf Ahmad ; Li, Xin ; Beran, Peter Paul ; Schikuta, Erich
Author_Institution :
Dept. of Knowledge & Bus. Eng., Univ. of Vienna, Vienna, Austria
Abstract :
We present N2Cloud, a novel Cloud-based neural network simulation system, which provides and exchanges neural network knowledge and simulation resources to and between arbitrary users on a world-wide basis following the Web 2.0 principle. N2Cloud enables the exchange of knowledge, as neural network objects and paradigms, by a virtual organization environment and delivers ample resources by exploiting the Cloud computing principle. The system provides a transparent environment to allow even naive users to exploit the resources of this simulation system. N2Cloud uses standard protocols and is based on a pure service oriented approach. Hereby it integrates into the up-to-date service stack (SaaS, PaaS, and IaaS) of service oriented architectures.
Keywords :
Internet; neural nets; software architecture; N2Cloud; Web 2.0 principle; cloud based neural network simulation application; cloud computing principle; service oriented architectures; standard protocols; Artificial neural networks; Cloud computing; Clouds; Communities; Computational modeling; Software; Training;
Conference_Titel :
Neural Networks (IJCNN), The 2010 International Joint Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6916-1
DOI :
10.1109/IJCNN.2010.5596875