Research on Credibility Assessment of Cloud Simulation System

doi:10.16182/j.issn1004731x.joss.21-1170

Abstract

Abstract:

The cloud simulation platform supports the "cloud simulation" mode, which can automatically find simulation resources and dynamically build the cloud simulation system. Because the cloud simulation platform has the characteristics of simulation services establishment on demand and multi-granularity resources sharing, the credibility evaluation of the cloud simulation system faces new challenges in the credibility of the simulation resources, the credibility of the simulation subsystems and the reliability of the simulation environment, etc. From the whole life cycle perspective of the cloud simulation system, the credibility evaluation process model and the credibility evaluation index system of the cloud simulation system are established respectively and a ranking assessment method for choosing the simulation resources is proposed, which could provide reference for the future credibility evaluation of the cloud simulation system.

Key words: cloud simulation, credibility assessment, process model, index system, ranking assessment

CLC Number:

TP391.9

Wei Li, Huan Zhang, Ping Ma, Ming Yang. Research on Credibility Assessment of Cloud Simulation System[J]. Journal of System Simulation, 2022, 34(4): 679-687.

Figures/Tables 4

Fig. 1

Fig. 2

Fig. 3

Table 1

Evaluation index values of candidate simulation models

指标	$M 1$	$M 2$	$M 3$	$M 4$
$C θ$	0.990 7	0.883 1	0.999 0	0.815 1
$C α$	0.969 9	0.865 3	0.847 1	0.760 4
$C λ$	0.869 0	0.573 6	0.950 7	0.540 6
$C D$	0.996 3	0.995 0	0.997 6	0.983 6
$G$	0.005 0	0.008 0	0.002 0	0.010 0
$P$	0.010 0	0.000 1	0.001 0	0.001 0
$E$	0.026 4	0.016 0	0.030 8	0.010 3

Table 1

References 15

1	李伯虎, 柴旭东, 侯宝存, 等. 一种基于云计算理念的网络化建模与仿真平台—"云仿真平台"[J]. 系统仿真学报, 2009, 21(17): 5292-5299.
	Li Bohu, Chai Xudong, Hou Baocun, et al. Networked Modeling & Simulation Platform Based on Concept of Cloud Computing—Cloud Simulation Platform[J]. Journal of System Simulation, 2009, 21(17): 5292-5299.
2	Li Bohu, Shi Guoqiang, Lin Tingyu, et al. Smart Simulation Cloud (Simulation Cloud 2.0)- the Newly Development of Simulation Cloud[C]// 18th Asia Simulation Conference, Communications in Computer and Information Science. Singapore: Springer, 2018: 168-185.
3	王子才. 关于仿真理论的探讨[J]. 系统仿真学报, 2000, 12(6): 604-608.
	Wang Zicai. Research on Simulation Theory[J]. Journal of System Simulation, 2000, 12(6): 604-608.
4	李伟, 林圣琳, 周玉臣, 等. 复杂仿真系统可信度评估研究进展[J]. 中国科学: 信息科学, 2018, 48(7): 767-782.
	Li Wei, Lin Shenglin, Zhou Yuchen, et al. Research Progress on Credibility Assessment of a Complex Simulation System [J]. SCIENTIA SINICA Informationis, 2018, 48(7): 767-782.
5	董鹏宇, 王卫红, 陈游. 区间条件下基于GRA和TOPSIS的辐射源威胁评估[J]. 控制与决策, 2021, 36(6): 1516-1522.
	Dong Pengyu, Wang Weihong, Chen You. Combining TOPSIS and GRA for Emitter Threat Evaluation with Interval Number[J]. Control and Decision, 2021, 36(6): 1516-1522.
6	吴江, 黄登仕. 区间数排序方法研究综述[J]. 系统工程, 2004, 22(8): 1-4.
	Wu Jiang, Huang Dengshi. An Review on Ranking Methods of Interval Numbers[J]. Systems Engineering, 2004, 22(8): 1-4.
7	李德清, 韩国柱, 曾文艺, 等. 基于布尔矩阵的区间数排序方法[J]. 控制与决策, 2016, 31(4): 629-634.
	Li Deqing, Han Guozhu, Zeng Wenyi, et al. Ranking Method of Interval Numbers Based on Boolean Matrix[J]. Control and Decision, 2016, 31(4): 629-634.
8	邓科, 王小文, 毛少杰. 面向复杂体系仿真系统的可信度评估指标构建方法[J]. 兵工自动化, 2018, 37(8): 51-55, 77.
	Deng Ke, Wang Xiaowen, Mao Shaojie. Methodology Used to Construct Credibility Assessment Index for Simulation System of Complex System of Systems[J]. Ordnance Industry Automation, 2018, 37(8): 51-55, 77.
9	马震, 吴晓燕, 卜祥伟, 等. 仿真模型VV&A工具研究[J]. 现代防御技术, 2016, 44(1): 225-230.
	Ma Zhen, Wu Xiaoyan, Bu Xiangwei, et al. VV＆A Tools for Simulation Model[J]. Modern Defence Technology, 2016, 44(1): 225-230.
10	杨丽娜, 吴晓燕. 建模与仿真 VV&A 工具设计与实现[J]. 现代防御技术, 2008, 36(4): 148-152.
	Yang Lina, Wu Xiaoyan. Design and Actualization of VV＆A Tools Used for Modeling and Simulation[J]. Modern Defence Technology, 2008, 36(4): 148-152.
11	李潭, 李伯虎, 柴旭东. 面向云仿真的层次化仿真服务描述框架[J]. 计算机集成制造系统, 2012, 18(9): 2091-2098.
	Li Tan, Li Bohu, Chai Xudong. Layered Simulation Service Description Framework Oriented to Cloud Simulation[J]. Computer Integrated Manufacturing Systems, 2012, 18(9): 2091-2098.
12	Lei R, Lin Z, Fei T, et al. A Methodology Towards Virtualisation-Based High Performance Simulation Platform Supporting Multidisciplinary Design of Complex Products[J]. Enterprise Information Systems (S1751-7575), 2012, 6(3): 267-290.
13	Fang K, Yang M, Wang Z C. The HITVICE VV&A Environment[C]// Winter Simulation Conference. Orlando: IEEE, 2005: 1220-1227.
14	安笑笑, 贺西平, 卢康. 基于加权欧氏距离的陶瓷器超声波辨识方法[J]. 电子学报, 2018, 46(7): 1737-1741.
	An Xiaoxiao, He Xiping, Lu Kang. Identification of Ceramic Using Ultrasonic Pulses Based on the Weighted Euclidean Distance[J]. Acta Electronica Sinica, 2018, 46(7): 1737-1741.
15	熊卫红, 张宏志, 谢志成, 等. 基于云理论及熵权法的变压器潜在故障风险评估方法[J]. 电力自动化设备, 2018, 38(8): 125-130, 146.
	Xiong Weihong, Zhang Hongzhi, Xie Zhicheng, et al. Risk Assessment of Power Transformer Potential Fault Based on Cloud Theory and Entropy Weight Method[J]. Electric Power Automation Equipment, 2018, 38(8): 125-130, 146.

[1]	Bohu Li, Xudong Chai, Lin Zhang, Duzheng Qing, Guoqiang Shi, Tingyu Lin, Liqin Guo, Chen Yang, Mu Gu, Zhengxuan Jia, Hui Gong, Zhen Tang. New Embedded Simulation Technology for Smart Internet of Things [J]. Journal of System Simulation, 2022, 34(3): 419-441.
[2]	Lin Zhongwei, Li Xiuhe, Yao Yiping, Shen Yang, Dai Shaoqi, Shi Qianqian. Research on Simulation Object Interfaces Oriented to Plug-in-play Pattern [J]. Journal of System Simulation, 2021, 33(9): 2202-2214.
[3]	Ma Ning, Lin Shenglin. Simulation-based Effectiveness Evaluation for System-of-system under Multi-equipment Collaboration [J]. Journal of System Simulation, 2020, 32(6): 1155-1163.
[4]	Ran Peizhi, Li Wei, Bao Ran, Ma Ping. A Simulation Credibility Assessment Method Based on Improved Fuzzy Comprehensive Evaluation [J]. Journal of System Simulation, 2020, 32(12): 2469-2474.
[5]	Yu Wanli, Wang Yan, Ji Zhicheng. Research on Modeling and Process Parameters Optimization of GlcN Fermentation Process [J]. Journal of System Simulation, 2020, 32(10): 1895-1902.
[6]	LiBo Hu, ChaiXudong, ZhangLin, LiTan, QingDuzheng, LinTingyu, LiuYang. Preliminary Study of Modeling and Simulation Technology Oriented to Neo-type Artificial Intelligent Systems [J]. Journal of System Simulation, 2018, 30(2): 349-362.
[7]	Wang Yuxiao, Wang Songyan, Chao Tao, Yang Ming. Multi Criterion Variable Weight Comprehensive Evaluation Method of Guidance and Control System [J]. Journal of System Simulation, 2018, 30(2): 435-442.
[8]	Cao Dongfeng, Wang Yan. Bayesian Evaluation Method for Energy Efficiency of Manufacturing System Based on Combined Weights [J]. Journal of System Simulation, 2018, 30(11): 4313-4322.
[9]	Qi Zongfeng, Han Shan, Li Jianxun. Research on Radar Anti-jamming Performance Evaluation Index System Based on Rough Set Theory [J]. Journal of System Simulation, 2016, 28(2): 335-342.
[10]	Chen Yan, Wang Yan. Energy Consumption Analysis of Discrete Manufacturing Based on Improved Principal Component Analysis Method [J]. Journal of System Simulation, 2016, 28(12): 3087-3094.
[11]	Wu Zhaohui, Yang Yunfei, Cai Qianya, Zhu Wenmin. Research on Welding Process Modeling and Narrow Operating Area Searching for Shipbuilding Block [J]. Journal of System Simulation, 2016, 28(10): 2638-2645.
[12]	Yang Baosen, Zheng Kejun, Lai Ling. Process Model of Complex R & D Project Based on Design Structure Matrix [J]. Journal of System Simulation, 2015, 27(9): 2187-2193.
[13]	Zhou Limin, Fu Yanfang, Gao Wuqi, Gao Xiang, Cheng Bing. Research on High Usability Based on Cloud Simulation Platform [J]. Journal of System Simulation, 2015, 27(4): 786-793.
[14]	Yang Baosen, Yang Nan, Cui Li. Time-cost Risk Analysis for Complex Product Development Project by Simulation [J]. Journal of System Simulation, 2015, 27(11): 2811-2815.
[15]	Zeng Yanyang, Jia Panpan. Evaluation Method of Dimensional Visual Effects Based on Improved Grey Clustering [J]. Journal of System Simulation, 2015, 27(10): 2497-2501.