A Cloud-Based Neural Network Simulation Environment

A Cloud-Based Neural Network Simulation Environment

Abstract

We present N2Sky, a novel Cloud-based neural network simulation environment. The system implements a transparent environment aiming to enable arbitrary and experienced users to do neural network simulations easily and comfortably. The necessary resources, as CPUcycles, storage space, etc., are provided by using Cloud infrastructure. N2Sky also fosters the exchange of neural network specific knowledge, as neural network paradigms and objects, between users following a virtual organization design blue-print. N2Sky is built using the RAVO reference architecture which allows itself naturally integrating into the Cloud service stack (SaaS, PaaS, and IaaS) of service oriented architectures.

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Authors
  • Schikuta, Erich
  • Mann, Erwin
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Shortfacts
Category
Paper in Conference Proceedings or in Workshop Proceedings
Event Title
Advances in Computational Intelligence - 12th International Work-Conference on Artificial Neural Networks, IWANN 2013
Divisions
Workflow Systems and Technology
Subjects
Webentwicklung, Webanwendungen
Kuenstliche Intelligenz
Computersimulation
Event Location
Puerto de la Cruz, Tenerife, Spain
Event Type
Conference
Event Dates
June 12-14, 2013
Series Name
Lecture Note in Computer Science
ISSN/ISBN
978-3-642-38678-7
Publisher
Springer Verlag
Page Range
pp. 133-143
Date
2013
Official URL
http://dx.doi.org/10.1007/978-3-642-38679-4_12
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