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Proceedings 31st Annual Simulation Symposium最新文献

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On interval weighted three-layer neural networks 区间加权三层神经网络
Proceedings 31st Annual Simulation Symposium Pub Date : 1998-04-05 DOI: 10.1109/SIMSYM.1998.668487
M. Beheshti, A. Berrached, A. Korvin, Chenyi Hu, O. Sirisaengtaksin
{"title":"On interval weighted three-layer neural networks","authors":"M. Beheshti, A. Berrached, A. Korvin, Chenyi Hu, O. Sirisaengtaksin","doi":"10.1109/SIMSYM.1998.668487","DOIUrl":"https://doi.org/10.1109/SIMSYM.1998.668487","url":null,"abstract":"When solving application problems, the data sets used to train a neural network may not be one hundred percent precise but are within a certain range. By representing data sets with intervals, one has interval neural networks. By analyzing the mathematical model, the authors categorize general three-layer neural network training problems into two types. One of them can be solved by finding numerical solutions of nonlinear systems of equations. The other can be transformed into nonlinear optimization problems. Reliable interval algorithms such as interval Newton/generalized bisection method and interval branch-and-bound algorithm are applied to obtain optimal weights for interval neural networks. Applicable state-of-art interval software packages are also reviewed.","PeriodicalId":339060,"journal":{"name":"Proceedings 31st Annual Simulation Symposium","volume":"311 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1998-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116212916","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 43
A probabilistic analysis of admission control policies for deadline-driven service disciplines 期限驱动服务学科录取控制策略的概率分析
Proceedings 31st Annual Simulation Symposium Pub Date : 1998-04-05 DOI: 10.1109/SIMSYM.1998.668463
R. Simon, T. Znati
{"title":"A probabilistic analysis of admission control policies for deadline-driven service disciplines","authors":"R. Simon, T. Znati","doi":"10.1109/SIMSYM.1998.668463","DOIUrl":"https://doi.org/10.1109/SIMSYM.1998.668463","url":null,"abstract":"In a communication network, deadline-driven packet scheduling policies provide real-time performance guarantees by associating a deadline with each packet and then transmitting packets according to increasing orders of deadlines. New connections must undergo an admission control test before they are accepted for service. The paper develops a probabilistic model to analyze admission control methods for the general class of non-preemptive deadline-oriented packet scheduling policies. The authors present a general-purpose schedulability theorem for non-preemptive earliest deadline first packet scheduling. They then show how to use a stochastic knapsack to compute acceptance probabilities. A large-scale simulation study demonstrates that the method provides highly accurate predictions of acceptance rates for multiple types of traffic requests.","PeriodicalId":339060,"journal":{"name":"Proceedings 31st Annual Simulation Symposium","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1998-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116706660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A modeling and simulation example using DEVSW 一个使用DEVSW的建模和仿真示例
Proceedings 31st Annual Simulation Symposium Pub Date : 1998-04-05 DOI: 10.1109/SIMSYM.1998.668491
Yung-Hsin Wang, Lung-Hsiung Wang
{"title":"A modeling and simulation example using DEVSW","authors":"Yung-Hsin Wang, Lung-Hsiung Wang","doi":"10.1109/SIMSYM.1998.668491","DOIUrl":"https://doi.org/10.1109/SIMSYM.1998.668491","url":null,"abstract":"Simulation modeling has been widely used in various areas as a powerful problem-solving technique especially for designing and analyzing the complex systems. This paper introduces a window-driven graphical user interface modeling and simulation workbench, DEVSW, which we developed to facilitate the use of the existing DEVS (Discrete Event System Specification) framework. To demonstrate the usage and powerfulness of DEVSW, a modeling and simulation example of DEVS-based evaluation of buffering control schemes for the continuous media retrieval in the multimedia storage server is presented. With the help of DEVSW, we formulate and synthesize a model of the multimedia storage server architecture. While the major effort of this work is in model development, some performance results in terms of the jitters ratio are available from several experimental runs of the proposed buffer scheme.","PeriodicalId":339060,"journal":{"name":"Proceedings 31st Annual Simulation Symposium","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1998-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133130377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Multi-level concurrent simulation 多级并发仿真
Proceedings 31st Annual Simulation Symposium Pub Date : 1998-04-05 DOI: 10.1109/SIMSYM.1998.668429
K. Panetta, Jamie A. Heller, P. Montessoro
{"title":"Multi-level concurrent simulation","authors":"K. Panetta, Jamie A. Heller, P. Montessoro","doi":"10.1109/SIMSYM.1998.668429","DOIUrl":"https://doi.org/10.1109/SIMSYM.1998.668429","url":null,"abstract":"As the size and complexity of logic designs become increasingly large, computing resources to verify the correctness of systems on a chip and develop quality test patterns for manufacturing are becoming strained. Using behavioral models in simulation captures the functional characteristics of a design block without necessarily relying on a specific implementation. Models can be interchanged or replaced by abstracted models as more detailed models become available or as more high level system testing is required. This will allow larger systems to be simulated as a cohesive unit. In addition, by utilizing function lists to dynamically create faulty behaviors, we will demonstrate its versatility for fault simulating multilevel models. In this paper, we investigate behavioral fault simulation and discuss the architecture that provides greater accuracy for a more thorough system level simulation.","PeriodicalId":339060,"journal":{"name":"Proceedings 31st Annual Simulation Symposium","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1998-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130131447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Comparative analysis of scheduling algorithms for integrated service networks 综合业务网络调度算法的比较分析
Proceedings 31st Annual Simulation Symposium Pub Date : 1998-04-05 DOI: 10.1109/SIMSYM.1998.668439
A. Hashmi, A. Pimplapure, T. Znati
{"title":"Comparative analysis of scheduling algorithms for integrated service networks","authors":"A. Hashmi, A. Pimplapure, T. Znati","doi":"10.1109/SIMSYM.1998.668439","DOIUrl":"https://doi.org/10.1109/SIMSYM.1998.668439","url":null,"abstract":"Scheduling is an important aspect of Integrated Service Networks (ISNs) and plays a major role in determining the quality of service (QoS) a particular application receives. In this paper, we discuss the main design issues related to scheduling and provide a framework for the analysis of different scheduling algorithms for ISNs. Detailed simulation experiments, using different network parameters, including switch buffer sizes, inter-arrival rates, service rates, and network link capacities, were conducted. Our results show that simple scheduling algorithms, such as FCFS, are not adequate to support real-time QoS when the network load is heavy. The results also show that more complex algorithms may be required to provide an acceptable level of service guarantees.","PeriodicalId":339060,"journal":{"name":"Proceedings 31st Annual Simulation Symposium","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1998-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114693992","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Towards a standard class framework for discrete event simulation 面向离散事件模拟的标准类框架
Proceedings 31st Annual Simulation Symposium Pub Date : 1998-04-05 DOI: 10.1109/SIMSYM.1998.668412
Eric J. Braude
{"title":"Towards a standard class framework for discrete event simulation","authors":"Eric J. Braude","doi":"10.1109/SIMSYM.1998.668412","DOIUrl":"https://doi.org/10.1109/SIMSYM.1998.668412","url":null,"abstract":"The paper applies recent advances in object-oriented research to propose a class-level framework for discrete event simulations. The advances are in object-oriented analysis and design, the Unified Modeling Language, and the identification of application class frameworks as a discipline in and of itself.","PeriodicalId":339060,"journal":{"name":"Proceedings 31st Annual Simulation Symposium","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1998-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130039478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Object-oriented simulation of social systems application to an employment agency 面向对象仿真社会系统在某职业介绍所中的应用
Proceedings 31st Annual Simulation Symposium Pub Date : 1998-04-05 DOI: 10.1109/SIMSYM.1998.668479
M. Traoré, P. Lievre
{"title":"Object-oriented simulation of social systems application to an employment agency","authors":"M. Traoré, P. Lievre","doi":"10.1109/SIMSYM.1998.668479","DOIUrl":"https://doi.org/10.1109/SIMSYM.1998.668479","url":null,"abstract":"The paper presents a simulation model for social systems which is based on individual interactions. A social organization can be considered as an intelligent information processing system. It appears that social systems involve a duality in their functioning, depending on whether the information exchanged between system components are rational or relational. Applying this point of view to an employment agency, the authors point out that the performances of this institution can fluctuate. This result echoes research work in the area of conventions economy and sociological research on social networks. As a matter of fact, new prospects can be considered for the behavior of the labour market and new ways can be considered to organize an employment agency.","PeriodicalId":339060,"journal":{"name":"Proceedings 31st Annual Simulation Symposium","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1998-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114988279","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
QoS-message-directed adaptive multimedia communication qos -消息导向的自适应多媒体通信
Proceedings 31st Annual Simulation Symposium Pub Date : 1998-04-05 DOI: 10.1109/SIMSYM.1998.668482
Chi-Cheng Lin, T. Znati, Shi-Kuo Chang
{"title":"QoS-message-directed adaptive multimedia communication","authors":"Chi-Cheng Lin, T. Znati, Shi-Kuo Chang","doi":"10.1109/SIMSYM.1998.668482","DOIUrl":"https://doi.org/10.1109/SIMSYM.1998.668482","url":null,"abstract":"To support dynamic adaptivity for distributed multimedia communication poses challenging issues. A framework based on the concept of QoS-messages, the atomic multimedia communication and presentation units, has been proposed in the authors' research to provide the support. Experiments are carried out to investigate the related issues based on their approach, and the result of the simulation is also discussed.","PeriodicalId":339060,"journal":{"name":"Proceedings 31st Annual Simulation Symposium","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1998-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122653488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Assignment of programs in a distributed system with resequencing 具有重排序的分布式系统中程序的分配
Proceedings 31st Annual Simulation Symposium Pub Date : 1998-04-05 DOI: 10.1109/SIMSYM.1998.668427
H. Karatza
{"title":"Assignment of programs in a distributed system with resequencing","authors":"H. Karatza","doi":"10.1109/SIMSYM.1998.668427","DOIUrl":"https://doi.org/10.1109/SIMSYM.1998.668427","url":null,"abstract":"The assignment of independent applications in a distributed system in conjunction with resequencing is studied in this paper using simulation techniques. Three scheduling policies are studied and compared. A probabilistic policy, and two policies that use an estimation of job service time, one deterministic and one adaptive. Their performance is examined for a variety of workloads. The impact on performance of resequencing delay is also explored.","PeriodicalId":339060,"journal":{"name":"Proceedings 31st Annual Simulation Symposium","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1998-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129177487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
An efficient compiled simulation system for VLIW code verification 一个高效编译仿真系统的VLIW代码验证
Proceedings 31st Annual Simulation Symposium Pub Date : 1998-04-05 DOI: 10.1109/SIMSYM.1998.668452
Jae-Woo Ahn, Soo-Mook Moon, Wonyong Sung
{"title":"An efficient compiled simulation system for VLIW code verification","authors":"Jae-Woo Ahn, Soo-Mook Moon, Wonyong Sung","doi":"10.1109/SIMSYM.1998.668452","DOIUrl":"https://doi.org/10.1109/SIMSYM.1998.668452","url":null,"abstract":"We present an efficient compiled simulation system for the verification of a VLIW instruction set architecture and its assembly code. Our existing compiled simulation system is made to be faster by adopting incremental recompilation and C-assembly cosimulation techniques to improve the conventional compiled simulation. As a part of SPARC-based VLIW testbed, the efficiency and validity of our compiled simulation system are verified with three SPEC '89 integer benchmarks and several UNIX utilities.","PeriodicalId":339060,"journal":{"name":"Proceedings 31st Annual Simulation Symposium","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1998-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124583270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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