Title :
Workflow management of simulation based computation processes in transportation domain
Author :
Zhou, Qunzhi ; Prasanna, Viktor
Author_Institution :
Dept. of Comput. Sci., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
Simulation based computational analysis is a key approach for system design and evaluation in many domains. These computation processes are often complex and experience-based, requiring domain scientists and engineers to deal with heterogeneous simulation models and applications in an integrated manner. As domain users employ simulations for increasingly sophisticated studies, management of the computation tasks and avalanche of legacy models becomes a barrier to decision making and high quality research. In this paper, we present a semantic approach to simulation based computation process modeling and management in transportation domain. The workflow representation of processes, semantic descriptions of underlying models and applications and processing these information form the basis of our approach. We have implemented this approach in a prototype system and used it in real-world applications.
Keywords :
systems analysis; traffic engineering computing; transportation; workflow management software; computation task; decision making; heterogeneous simulation model; legacy model; semantic approach; semantic description; simulation based computation process modeling; simulation based computational analysis; system design; traffic simulation; transportation domain; workflow management; Biological system modeling; Computational modeling; Data models; Load modeling; Ontologies; Transportation; Unified modeling language; Integrated Simulation; Scientific Workflow; Semantic Web; Traffic Simulation; Workflow Management;
Conference_Titel :
Information Reuse and Integration (IRI), 2010 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-8097-5
DOI :
10.1109/IRI.2010.5558970