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|Title:||WS-PGRADE workflows for cloud-based distributed simulation|
|Keywords:||Distributed simulation;High level architecture;Cloud computing;MSaaS|
|Publisher:||The Operational Research Society|
|Citation:||Proceedings of the Operational Research Society Simulation Workshop 2016, (SW 2016), Stratford, United Kingdom, 11 Apr 2016 - 13 Apr 2016, pp. 192 - 201, (2016)|
|Abstract:||Modeling and Simulation (M&S) is used for systems analysis and decision making in existing or new systems. Modeling large and complex organizations produces large-scale simulations that are difficult or impossible to run on a single computer. Such experiment execution requires high computation. Distributed Simulation (DS) allows modeling of large systems as smaller submodels that execute on different nodes of a computer network and interoperate with each other in order to compose larger systems. Furthermore, cloud computing offers on-demand access to multiple compute resources. Consequently, being able to run DS on cloud resources allows for more experimentation with large-scale simulations in a cost-effective way. However, deploying DS and in fact Cloud-based DS presents significant technical challenges. This paper proposes a framework for deploying DS on the cloud in a transparent manner using the CloudSME Simulation Platform based on WS-PGRADE workflows. A healthcare case study is used to demonstrate our approach.|
|Appears in Collections:||Dept of Computer Science Research Papers|
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