English

N2Sky - Neural Networks as Services in the Clouds

Neural and Evolutionary Computing 2014-01-14 v1

Abstract

We present the N2Sky system, which provides a framework for the exchange of neural network specific knowledge, as neural network paradigms and objects, by a virtual organization environment. It follows the sky computing paradigm delivering ample resources by the usage of federated Clouds. N2Sky is a novel Cloud-based neural network simulation environment, which follows a pure service oriented approach. The system implements a transparent environment aiming to enable both novice and experienced users to do neural network research easily and comfortably. N2Sky is built using the RAVO reference architecture of virtual organizations which allows itself naturally integrating into the Cloud service stack (SaaS, PaaS, and IaaS) of service oriented architectures.

Keywords

Cite

@article{arxiv.1401.2468,
  title  = {N2Sky - Neural Networks as Services in the Clouds},
  author = {Erich Schikuta and Erwin Mann},
  journal= {arXiv preprint arXiv:1401.2468},
  year   = {2014}
}

Comments

extended version of paper published at IJCNN 2013

R2 v1 2026-06-22T02:43:11.475Z