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Network traffic analysis system based on data engineering methodology using system entity structure

Network traffic analysis system based on data engineering me...

引用

2nd International Conference on Convergent Information Technology, ICCIT 07

作者： Kim, Taekyu Han, Youngshin Cheon, Saehoon Zeigler, Bernard P. Arizona Center for Integrative Modeling and Simulation Electrical and Computer Engineering Department University of Arizona Tucson AZ 85721 United States School of Engineering Inha University 253 Yonghyun-Dong Nam -Gu Incheon 402-751 Korea Republic of

ISBN: (纸本)0769530389

Currently network uses, especially the number of internet users, increase rapidly. Also, high quality of service is required and this requirement results a sudden network traffic increment. As a result, an efficient management system for huge network traffic becomes an important issue. The System Entity Structure (SES) using data engineering concepts enables network administrators to access traffic data easily and efficiently. The network traffic analysis system, which is studied in this paper, is an effective management system with a high throughput and a low response time designed and implemented based on a model and simulation based data engineering methodology. Extensible Markup Language (XML) is used for metadata language in this system. © 2007 IEEE.

关键词： XML

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DEVS/NS-2 Environment;Integrated tool for efficient networks modeling and simulation

DEVS/NS-2 Environment;Integrated tool for efficient networks...

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3rd DEVS integrative M and S Symposium, DEVS 2007, Part of the 2007 Spring simulation Multiconference, SpringSim 2007

作者： Kim, Taekyu Hwang, Moon Ho Kim, Doohwan Zeigler, Bernard P. Electrical and Computer Engineering Department Arizona Center for Integrative Modeling and Simulation University of Arizona Tucson AZ 85721 United States RTSync Corp. 4731 E Southern Ave Phoenix AZ 85042 United States

DEVS/NS-2 is a new integrated network simulation tool that provides efficient high and low level network modeling capabilities. DEVS (Discrete Event System Specification) serves as a base framework to support well-defined mathematical formalism specification for structure and behavior of dynamic systems. The NS-2 is a discrete event network simulator, whose primary use is intended to build and run various detailed network models and protocols. The interoperable simulation of the two powerful modeling and simulation systems, DEVS and NS-2, allows to attain significant benefits in terms of reduction of the cost, increased high and low level networks modeling power, and enhanced reusability.

关键词： Wireless sensor networks

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DEVS/NS-2 environment;Integrated tool for efficient networks modeling and simulation

DEVS/NS-2 environment;Integrated tool for efficient networks...

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2007 Agent Directed simulation Symposium, ADS 2007

作者： Kim, Taekyu Hwang, Moon Ho Kim, Doohwan Zeigler, Bernard P. Arizona Center for Integrative Modeling and Simulation Electrical and Computer Engineering Department University of Arizona TucsonAZ85721 United States RTSync Corp. 4731 E Southern Ave. PhoenixAZ85042 United States

ISBN: (纸本)1565553136

关键词： Wireless sensor networks

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A co-design modeling approach for computer network systems 07

A co-design modeling approach for computer network systems

引用

simulation Winter Conference

作者： Weilong Hu Hessam S. Sarjoughian Arizona Center for Integrative Modeling & Simulation Computer Science and Engineering Department Arizona State University Tempe AZ USA

ISBN: (纸本)9781424413065

Co-design modeling is considered key toward handling the complexity and scale of network systems. The ability to separately specify the software and hardware aspects of computer network systems offers new capabilities beyond what is supported in modeling frameworks and tools such as NS-2 and OPNET. The DEVS/DOC simulation environment supports logical co-design specification based on the distributed object computing (DOC) abstract model. To overcome DEVS/DOC's lack of support for visual and persistent modeling, this paper presents SESM/DOC, a novel approach, which is based on the scaleable entity structure modeler (SESM), a component-based modeling framework. This approach supports logical, visual and persistent modeling. Modelers can develop software and hardware models separately and systematically integrate them to specify a family of computer network system designs. This paper details the SESM/DOC co-design modeling approach with the help of a search engine system example, and presents a discussion for future research directions.

关键词： computer networks Hardware Computational modeling Distributed computing Routing computer simulation Software tools Application software Network synthesis Network topology

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DEVS Systems-Theory Framework for Reusable Testing of I/O Behaviors in Service Oriented Architectures

DEVS Systems-Theory Framework for Reusable Testing of I/O Be...

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IEEE International Conference on Information Reuse and Integration (IRI)

作者： Xiaolin Hu Bernard P. Zeigler Moon Ho Hwang Eddie Mak Computer Science Department Georgia State University Atlanta GA USA Arizona Center for Integrative Modeling and Simulation University of Arizona Tucson Tucson AZ USA

This paper presents a framework for testing at the I/O behavior level in a service-oriented architecture (SOA) environment. The framework derives minimal testable I/O pairs from a service component's behavior specifications. These minimal testable I/O pairs are mapped to reusable primitives and then synthesized into test models in the Discrete Event System Specification (DEVS) formalism to meet different test objectives. We present the system theoretic foundation for I/O behavior testing and describe the inherently re-usable test development framework.

关键词： System testing Service oriented architecture Automatic testing Software testing Large-scale systems Collaboration Collaborative work Web services Logic testing Application software

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Application of combined discrete-event simulation and optimization models in semiconductor enterprise manufacturing systems 07

Application of combined discrete-event simulation and optimi...

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simulation Winter Conference

作者： Gary Godding Hessam Sarjoughian Karl Kempf Arizona Center for Integrative Modeling & Simulation Computer Science and Engineering Department Arizona State University Tempe AZ USA Corporate Planning and Logistics Group Intel Corporation Chandler AZ USA

ISBN: (纸本)9781424413065

It is a common practice to use simulation for validating different types of control and planning algorithms. However, the science of how to rigorously integrate simulation and decision models is not well understood and becomes critically important as the complexity and scale of these models increase. In our research, we have developed a methodology for integrating different types of models using a Knowledge Interchange Broker (KIB). In this paper we describe a supply-chain semiconductor application where the KIB has been used as an integral part of developing and deploying a commercial Model Predictive Control model for use in operating a multi-billion dollar supply chain. The simulation based experiments facilitated developing and validating the controller design and data automation for a real-world semiconductor manufacturing system.

关键词： Discrete event simulation Manufacturing systems Predictive models Semiconductor device manufacture Computational modeling Predictive control Virtual manufacturing Application software Manufacturing automation Discrete event systems

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AW3C XML schema for DEVS scenarios

AW3C XML schema for DEVS scenarios

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2007 Agent Directed simulation Symposium, ADS 2007

作者： Risco Martín, J.L. Mittal, Saurabh López-Peña, M.A. De La Cruz, J.M. Departamento de Arquitectura de Computadores y Automática Universidad Complutense de Madrid Madrid28040 Spain Arizona Center of Integrative Modeling and Simulation Electrical and Computer Engineering Department University of Arizona TucsonAZ85721 United States Sistemas Avanzados de Tecnología S.A. Av. Europa 34a Madrid28023 Spain

ISBN: (纸本)1565553136

There are numerous DEVS-based simulators to configure DEVS systems and run them. Current programs or libraries are based in programming languages such as JAVA, C++, etc. The existence of these different implementations has resulted in the formation of various groups that are not able to share models and cannot capitalize on model reuse. To encourage system modeling and simulator compatibility we propose a standard representation for such models. Such a standard must be simple to manipulate and validate, and promote the integration of DEVS M&S software on different platforms. In this paper we present an XML Schema for representing the structure and the behavior of DEVS coupled scenarios. In addition, we developed a simulator (xDEVS) that can execute these XML-based scenarios over DEVS protocol. We also demonstrate how an Atomic DEVS behavior can be represented using XML by proposing the XML Schema of an atomic model as well. This paper is one of the first papers in the ongoing research on M&S using XML as the communication platform.

关键词： XML

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AW3C XML schema for DEVS scenarios

AW3C XML schema for DEVS scenarios

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3rd DEVS integrative M and S Symposium, DEVS 2007, Part of the 2007 Spring simulation Multiconference, SpringSim 2007

作者： Martín, J. L. Risco Mittal, Saurabh López-Peña, M.A. De La Cruz, J.M. Departamento de Arquitectura de Computadores Y Automática Universidad Complutense de Madrid 28040 Madrid Spain Electrical and Computer Engineering Department Arizona Center of Integrative Modeling and Simulation University of Arizona Tucson AZ 85721 United States Sistemas Avanzados de Tecnología S.A. Av. Europa 34 28023 Madrid Spain

关键词： XML

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QoS Enhancement for PDES Grid Based on Time Series Prediction

QoS Enhancement for PDES Grid Based on Time Series Predictio...

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第六届网格与协同计算国际会议(The Sixth International Conference on Grid and Cooperative Computing GCC 2007)

作者： Zhihui Du Suihui Zhu Yinong Chen Xudong Chai Bohu Li Department of Computer Science and Technology Tsinghua University Beijing 100084 China Computer Science & Engineering Department Arizona State University Tempe AZ85287USA Beijing Simulation Center Beijing 100854 China

The combination of parallel/distributed discrete event simulation (PDES) and Grid technology is a new trend in simulation. QoS is important yet difficult in this process. With the special features of Gird architecture and PDES input, such as periodical and predictable inputs, we could enhance QoS with a PDES-specific prediction. A Grid-based framework is presented that is designed to help predict the performance of *** on this framework, a prediction algorithm using time series theory is presented in the context of large scale Grid simulations. Experiments are executed in the context of GridSim, which shows methods discussed before to help to improve QoS level.

关键词： Parallel and distributed discrete event simulation quality of service time series prediction

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A reachable graph of finite and deterministic DEVS networks

A reachable graph of finite and deterministic DEVS networks

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2nd DEVS integrative M and S Symposium, DEVS 2006, Part of the 2006 Spring simulation Multiconference, SpringSim 2006

作者： Hwang, Moon Ho Zeigler, Bernard P. Electrical and Computer Engineering Department Arizona Center for Integrative Modeling and Simulation University of Arizona Tucson AZ 85721 United States

To obtain the finite reachable graph of a Discrete Event System Specification (DEVS) network, this paper uses a subclass of DEVS, called finite and deterministic DEVS. This subclass has been restricted to have (1) finite sets of both events and states, (2) the rational-number time advance function, (3) the time independent external transition, and (4) the selective reschedule functionality. For abstracting the infinite-state behavior to a finite- state reachable graph, we use the clock zone that is a conjunction of inequalities of clocks. A clock zone-based generating algorithm of the reachable graph of the coupled DEVS is proposed and its completeness and complexity are addressed.

关键词： Clocks

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