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Rule execution in a Service-Oriented Architecture for distributed simulation on the Grid

Rule execution in a Service-Oriented Architecture for distri...

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International Conference on System Simulation and Scientific computing, ICSC

作者： Yong Wang Stephen John Turner School of Computer Engineering Nanyang Technological University Singapore Computer Science Parallel and Distributed Computing Centre of the School of Computer Engineering Nanyang Technological University Singapore

Nowadays, more researchers in the simulation field are interested in the use of a service-oriented architecture and component-based system in order to design more efficient large-scale distributed simulation systems. A Service-Oriented Architecture (SOA) is a collection of independent services with well-defined interfaces that can be accessed without knowledge of their implementation. A component-based approach separates the whole system into different parts based on their functionalities. In this paper, a framework for component-based distributed simulation on the Grid (SOAr-DSGrid) is introduced. One of the major issues in designing the framework is to have efficient data flow and control flow in the framework. Data flow describes the way that data moves in the system while control flow determines the order of activities that happen in the system. The rule engine is a critical part of the framework and is responsible for managing the distributed data flow and control flow. The design and implementation of the rule engine is the major focus of this paper. The rule engine enables the framework to be more scalable as the components within the framework now communicate in a fully distributed manner.

关键词： Service oriented architecture Computational modeling Large-scale systems Engines Resource management Load management Runtime distributed computing Control systems computer architecture

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The SISO CSPI PDG standard for COTS simulation package interoperability reference models

The SISO CSPI PDG standard for COTS simulation package inter...

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SISO European Simulation Interoperability Workshop, EURO SIW 2008

作者： Taylor, Simon J.E. Strassburger, Steffen Turner, Stephen J. School of Information Systems Computing and Mathematics Brunel University Uxbridge Middx UB8 3PH United Kingdom School of Economic Sciences Ilmenau University of Technology Helmholtzplatz 98693 Ilmenau Germany Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore 639798 Singapore

ISBN: (纸本)9781605602004

Discrete-event simulation is used to analyze production and logistics problems in many areas such as commerce, defense, health, manufacturing and logistics. Commercial-off-the-shelf (COTS) Simulation Packages (CSPs) are black box visual interactive modelling environments that support the development of such simulations. These include CSPs such as Arena™, Anylogic™, Flexsim™, Simul8™, Witness™, etc. There have been various attempts to create distributed simulations with these CSPs and their tools, some with the High Level Architecture (HLA). These are complex and it is quite difficult to assess how a set of model/CSPs are actually interoperating. As the first in a series of standards aimed at standardizing how the HLA is used to support CSP-based distributed simulations, the Simulation Interoperability Standards Organization's (SISO) CSP Interoperability Product Development Group (CSPI PDG) has developed and standardized a set of Interoperability Reference Models (IRM) that are intended to clearly identify the interoperability capabilities of CSP-based distributed simulations. This paper presents the standard and summarizes the current activities of the PDG.

关键词： Discrete event simulation

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A general and scalable solution for heterogeneous workflow invocation and nesting

A general and scalable solution for heterogeneous workflow i...

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Workshop on Workflows in Support of Large-Scale science, WORKS

作者： Tamas Kukla Tamas Kiss Gabor Terstyanszky Peter Kacsuk Centre for Parallel Computing School of Informatics University of Westminster London UK Laboratory of the Parallel and Distributed Systems Computer and Automation Research Institute Hungarian Academy of Sciences (ATOMKI) Budapest Hungary

Several widely utilized, grid workflow management systems emerged in the last decade. These systems were developed by different scientific communities for various purposes. Enhancing these systems with the capability of invoking and nesting the workflows of other systems within their native workflows makes these communities to be able to carry out cross-organizational experiments and share non-native workflows. The novel solution described in this paper allows the integration of different workflow engines and makes them accessible for workflow systems in order to achieve this goal. The solution is based on an application repository and submitter, which exposes different workflow engines and executes them using the computational resources of the grid. In contrast with other approaches, our solution is scalable in terms of both number of workflows and amount of data, easily extendable in the sense that the integration of a new workflow engine does not require code re-engineering, and general, since it can be adopted by numerous workflow systems.

关键词： Engines Workflow management software Risk management Petri nets parallel processing Informatics Laboratories Concurrent computing distributed computing Automation

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Guidelines for commercial off-the-shelf Simulation Package interoperability 08

Guidelines for commercial off-the-shelf Simulation Package i...

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Simulation Winter Conference

作者： Simon J.E. Taylor Stephen J. Turner Steffen Strassburger Centre for Applied Simulation Modelling School of Information Systems Computing & Maths Brunei University Uxbridge Middlesex UK Parallel & Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore School of Economic Sciences Technical University Ilmenau Ilmenau Germany

ISBN: (纸本)9781424427086

Commercial-off-the-shelf (COTS) Simulation Packages (CSPs) are widely used visual interactive modeling environments such as Arena™, Anylogic™, Flexsim™, Simul8™, Witness™, etc. CSP Interoperability (or distributed simulation) is a technique that allows a simulation to be executed over several computers or for several simulations running on different computers to run together. This also relates to simulation languages such as SLX™ and GPSS/H™. There have been various attempts to interoperate these CSPs, some with the IEEE 1516 high level architecture (HLA). These can be quite complex and it is easy to loose track of exactly what is occurring between interoperating CSPs and their models. This paper introduces a set of interoperability reference models (IRMs), or design patters for CSP Interoperability, that can be used as guidelines to simplify the interoperability process.

关键词： Guidelines Computational modeling computer simulation Discrete event simulation distributed computing Chip scale packaging Production facilities Concurrent computing computer architecture Logistics

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Time management in a Service-Oriented Architecture for distributed Simulation on the Grid

Time management in a Service-Oriented Architecture for Distr...

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Summer computer Simulation Conference 2007, SCSC 2007, Part of the 2007 Summer Simulation Multiconference, SummerSim 2007

作者： Wang, Yong Turner, Stephen J. Cai, Wentong Chen, Xinjun Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore Singapore

ISBN: (纸本)9781622763580

A Service-Oriented Architecture is essentially a collection of independent services with well-defined interfaces that can be accessed without knowledge of their implementation. The architecture is widely used in Grid computing to achieve resource virtualization, on-demand provisioning, and service (resource) sharing. As the Grid has shown its potential as a suitable environment for simulation and modeling a Service-Oriented Architecture for distributed Simulation on the Grid (SOAr-DSGrid) was proposed. Like other simulation systems time management is a crucial part of the whole system. It manages the logical time and guarantees that the whole simulation system is causally correct. This paper describes the implementation of distributed time management in SOAr-DSGrid. The time management makes use of the simulation topology information to reduce constraints on time advancement between simulation components. Various experiments conducted on a cluster demonstrate that a fully distributed time management system has better scalability and efficiency than the centralized version.

关键词： Grid computing

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The siso CSPI PDG standard for commercial off-the-shelf simulation package interoperability reference models 07

The siso CSPI PDG standard for commercial off-the-shelf simu...

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Simulation Winter Conference

作者： Simon J. E. Taylor Navonil Mustafee Stephen J. Turner Malcolm Y. H. Low Steffen Strassburger John Ladbrook Centre for Applied Simulation Modelling Brunel University Uxbridge Middlesex U.K. School of Economic Sciences Technical University of Ilmenau Ilmenau GERMANY Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore Singapore Parallel and Distributed Computing Centre Nanyang Technological University SINGAPORE Dunton Engineering Centre Basildon U.K.

ISBN: (纸本)9781424413065

For many years discrete-event simulation has been used to analyze production and logistics problems in manufacturing and defense. Commercial-off-the-shelf simulation packages (CSPs), visual interactive modelling environments such as Arena, Anylogic, Flexsim, Simul8, Witness, etc., support the development, experimentation and visualization of simulation models. There have been various attempts to create distributed simulations with these CSPs and their tools, some with the high level architecture (HLA). These are complex and it is quite difficult to assess how a set of models/CSP are actually interoperating. As the first in a series of standards aimed at standardizing how the HLA is used to support CSP distributed simulations, the Simulation Interoperability Standards Organization's (SISO) CSP Interoperability Product Development Group (CSPI PDG) has developed and standardized a set of interoperability reference models (IRM) that are intended to clearly identify the interoperability capabilities of CSP distributed simulations.

关键词： Computational modeling Standards organizations Chip scale packaging distributed computing Discrete event simulation Production Logistics Virtual manufacturing Visualization Standards development

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Hidden access mechanism for demonstrating and teaching the grid

Hidden access mechanism for demonstrating and teaching the g...

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MIPRO 2006 - 29th International Convention: Microelectronics, Electronics and Electronic Technologies, MEET, Hypermedia and Grid Systems HGS

作者： Stancheva, R. Terstyansky, G. Kiss, T. Delaitre, T. Winter, S. Kacsuk, P. Kecskemeti, G. Centre of Parallel Computing Cavendish School of Computer Science University of Westminster 115 New Cavendish Street London W1W 6UW United Kingdom MTA SZTAKI 1111 Kende u. 13 Budapest Hungary

ISBN: (纸本)9532330186

There is a large number of legacy code applications that require a lot of resources, such as compute and storage resources. Grid computing is able to provide these resources for legacy applications but they cannot be executed on the Grid without either reengineering or converting these codes into Grid services. One of the solutions to gridify these codes is the Grid Execution Management for Legacy Code Applications (GEMLCA) that ports legacy codes into Grid services without code re-engineering and with minimum user effort using the P-GRADE portal to provide a userfriendly environment. Access to Grid environments, among others to GEMLCA, requires registration and/or certificate, which some users may not have. They raise several problems towards demonstration and learning environments, such as access control and security issues. The GEMLCA team developed the concept of a Grid demonstration and teaching environment, which includes the GEMLCA Demonstration Environment (GDE) and the GEMLCA Learning Environment (GLE) to fulfil the above objective. GDE allows nonregistered users to check the GEMLCA functionality and learn how to use it not having a registration or even a valid certificate using an account pool and a certificate pool. This environment gives a limited access to GEMLCA and Grid resources through quota and lifetime control. GLE, which is built on GDE, supports running tutorials of Grid courses and seminars. © 2006 by MIPRO All rights reserved.

关键词： Demonstrations

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Developing Interoperability Standards for distributed Simulaton and Cots Simulation Packages with the CSPI PDG 06

Developing Interoperability Standards for Distributed Simula...

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Simulation Winter Conference

作者： Simon J. E. Taylor Steffen Strassburger Stephen J. Turner Malcolm Y.h. Low Xiaoguang Wang John Ladbrook Centre for Applied Simulation Modelling School of Information Systems Computing & Maths Brunei University Middlesex UK Operation and Automation IFF Fraunhofer Institute for Factory Automation Magdeburg Germany Parallel & Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore Dunton Engineering Centre Ford Motor Company Limited Basildon UK

ISBN: (纸本)9781424405015

For many years discrete-event simulation has been used to analyze production and logistics problems in manufacturing and defense. In the early 1980s, visual interactive modelling environments were created that supported the development, experimentation and visualization of simulation models. Today these environments are termed commercial-off-the-shelf simulation packages (CSPs). With the advent of distributed simulation and, later, the high level architecture, the possibility existed to link together these CSPs and their models to simulate larger problems within enterprises (e.g. multiple production lines) and across supply chains. However, the problem of standardizing the use of the HLA and its constituent parts in this domain exists. The solution of this problem is the work of the CSP interoperability product development group (CSPI PDG). The purpose of this paper is to introduce the CSPI PDG and to review the suite of standards proposed by the group and current progress

关键词： Standards development Packaging Computational modeling distributed computing Discrete event simulation Production facilities Communication standards computer aided manufacturing Manufacturing automation Logistics

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Performance evaluation of a bandwidth requirements reduction technique based on timely state update

Performance evaluation of a bandwidth requirements reduction...

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38th Annual Simulation Symposium, ANSS-38 2005

作者： Cai, Wentong Turner, Stephen John Zhou, Suiping Wei, Junhu Zong, Wenbo Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore 639798 Singapore

ISBN: (纸本)0769523226

An important issue in distributed real-time simulation is to reduce the amount of data transmitted amongst distributed simulation nodes so that the state updates of simulation entities can be sent to other simulation nodes in a timely manner. To address this issue, we have previously proposed a consistency model to determine the update interval of entities based on their relative importance, a utility model to compute the relative importance of entities, and a flexible state update mechanism to ensure updating within these intervals and to balance the number of updates in each simulation frame. In this paper, we focus on the performance evaluation of these timely state update mechanisms. Using a battlefield benchmark, the performance is evaluated in terms of the total amount of data exchanged, the number of simulation frames skipped, and the number of Go-Through-Accidents occurring during the simulation. The performance results indicate that the mechanisms can significantly reduce the bandwidth requirements while maintaining or even improving the consistency of the simulation. © 2005 IEEE.

关键词： Data reduction

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Agent communication in distributed simulations 1

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Joint Workshop MABS 2004

作者： Wang, Fang Turner, Stephen John Wang, Lihua Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University 639798 Singapore Singapore

ISBN: (数字)9783540322436

ISBN: (纸本)3540252622

Multi-Agent Systems (MASs) provide a valuable tool for handling increasing software complexity and supporting rapid and accurate decision making. Various environments for testing, analyzing and developing MASs have been developed. This paper describes an approach to integrating agents into distributed simulations. Using the JADE toolkit and the HLA (High Level Architecture), a general architecture is obtained, where both the high level agent specific services and the underlying middleware comply with international standards. In this paper, we show how an MAS may be used to represent entities in a simulation, focusing on the issue of agent to agent communication, as this is one of the key characteristics of MASs. The causality problem in agent communication is described, and conditions for ensuring consistency are identified. A prototype system has been implemented to demonstrate the feasibility of our solution and some experimental results are presented. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Multi agent systems

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