ABSTRACT
Consistency assessment is an important measure to ensure that distributed modeling and simulation results are correct and credible, and is crucial for maintaining the global consistency of Parallel and Distributed Simulation Systems (PDSS). Based on the hierarchical framework of PDSS, this paper proposes a multi-level evaluation index system combining the qualitative and quantitative evaluation, static and dynamic evaluation, covering the resource platform layer, simulation model layer, simulation service layer, user cognition layer, etc. Based on this, a consistency evaluation model of PDSS is proposed, which includes three parts: the assignment method of weight, the evaluation index system of consistency and the quantitative evaluation standard of consistency. The research in this paper provides feedback and guidance for the consistency maintenance and improvement of PDSSs.
- UU Rahman, O Hakeem, M Raheem. 2015. Nutshell: Cloud simulation and current trends. In Proceedings of 2015 IEEE International Conference on Smart City (Chengdu, China, December 19-21, 2015). IEEE, New York, NY, 77--86. DOI= https://doi.org/10.1109/SmartCity.2015.51.Google ScholarCross Ref
- D'Angelo Gabriele, Marzolla Moreno. 2014. New trends in parallel and distributed simulation: From many-cores to Cloud Computing. Simulation Modelling Practice and Theory. 2014, (49), 320--335.Google Scholar
- Shi Xiangning, Fan Linjun, Ling Yunxiang. 2015. Dynamic and Quantitative Method of Analyzing Clock Inconsistency Factors among Distributed Nodes. Arabian Journal for Science and Engineering. 2015, 40(2), 519--530.Google Scholar
- Jung, J J. 2009. Consensus-based evaluation framework for PDSStributed information retrieval systems. Knowledge and Information Systems. 2009, 18(2), 199--211.Google Scholar
- Koruca HI, Ozdemir G, Aydemir E, et al. 2010. The simulation-based performance measurement in an evaluation module. Expert Systems with Applications. 2010, 37, 8211--8220.Google Scholar
- Hogo M A. 2010. Evaluation of e-learning systems based on fuzzy clustering models and statistical tools. Expert Systems with Applications. 2010, 37, 6891--6903.Google Scholar
- ZHAO Hui-Qun, SUN Jing. 2010. A Methodological Study of Evaluating the Dependability of SOA Software System. Chinese journal of computers. 2010, 33(11), 2202--2209. (in Chinese).Google Scholar
- Sun Shixiang. 2005. Research on Credibility Evaluation of Modeling and Simulation in Complex Large System. Doctoral Thesis. Changsha, China: National University of Defense Technology.Google Scholar
- Valadares Arthur, Gabrielova Eugenia, Lopes, C V. 2016. On designing and testing PDSStributed virtual environments. Concurrency Computation. 2016, 28(12), 3291--3312. (in Chinese).Google Scholar
- Linjun Fan, Jun Tang, Yunxiang Ling, et al. 2014. Dynamic and quantitative method of analyzing service consistency evolution based on extended hierarchical finite state automata. The Scientific World Journal. 2014(2014), 793271, 11pages.Google ScholarCross Ref
- Linjun Fan, Yunxiang Ling, et al. 2014. Quantitative evaluation of model consistency evolution in compositional service-oriented simulation using a connected hyper-digraph. Journal of Zhejiang University-SCIENCE C (Computers & Electronics). 2014, 15(1), 1--12.Google Scholar
- FAN Lin-Jun, LING Yun-Xiang, WANG Tao, YAN Hou-Yi. 2013. Exploring Hierarchical Consistency Based on Generalized Time-Space Field in Distributed Simulation Application. Journal of Software. 2013, 24(2), 317--330. (in Chinese).Google Scholar
Index Terms
- A Multi-Level Evaluation Index System and Quantitative Evaluation Model for Multi Domain Consistency in Parallel and Distributed Simulation
Recommendations
Parallel and distributed simulation
Applied system simulationParallel simulation is used to execute a single simulation program on a parallel computer. This simulation methodology is often used to reduce the execution time of such simulation programs. In distributed simulation (DS), the simulation program is run ...
An Evaluation Model of E-learning Behavior Analysis
ETCS '11: Proceedings of the 2011 Third International Workshop on Education Technology and Computer Science - Volume 02Based on the index system by non-quantitative evaluation and analysis of E-learning behavior in XI'AN University of Finance and Economics. A comprehensive evaluation model for the students' E-learning behavior analysis is built. The selection of ...
Exploration of Chinese Website Accessibility Evaluation Model
CSSE '08: Proceedings of the 2008 International Conference on Computer Science and Software Engineering - Volume 05Under the background of information accessibility, four principles of accessibility evaluation model based on Chinese website were raised, the corresponding evaluation indexes were given, and following some certain standardized process, respective ...
Comments