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Shared Variable Management in SOAr-DSGrid

Shared Variable Management in SOAr-DSGrid

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Asia International Conference on Modeling & Simulation

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

Simulation is a low cost alternative to experimentation on real-world physical systems. In light of the prevalence of web services, issues relating to distributed simulation using web services have come to the fore in recent years. We have proposed a service-oriented architecture for distributed simulations on the Grid (SOAr-DSGrid). SOAr-DSGrid facilitates the development and execution of distributed simulations in different views (i.e., a component-based view for development and a service-oriented view for execution). At run time, one component may require information from another component for execution or decision-making. In SOAr-DSGrid, this shared information from one component to another component is implemented through shared variables. Since two components may execute out of phase, without proper shared variable management, the value provided by one component may be invalid for another component due to the time difference. Since SOAr-DSGrid provides a service-oriented view for component execution, the development of shared variable support also follows the service-oriented methodology. Three different approaches, namely Pull without FutureList, Pull with FutureList, and Push, have been implemented as the internal mechanism to solve the shared variable issue. Experimental results of the performance of these three approaches are also presented in this paper.

关键词： Computational modeling Computer simulation distributed computing Costs Web services Service oriented architecture Computer networks Runtime Asia Conference management

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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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Asia Simulation conference 2008/the 7th International Conference on System Simulation and Scientific computing（ICSC‘2008）

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

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： Rule Execution in a Service-Oriented Architecture for distributed Simulation on the Grid Service

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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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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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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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Greedy Algorithms for Client Assignment in Large-Scale distributed Virtual Environments

Greedy Algorithms for Client Assignment in Large-Scale Distr...

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Workshop on Principles of Advanced and distributed Simulation (PADS)

作者： Duong Nguyen Binh Ta Suiping Zhou Haifeng Shen Shen Parallel & Distributed Computing Centre Nanyang Technological University Singapore

distributed Virtual Environments (DVEs), such as online games, military simulations, collaborative design, etc., are very popular nowadays. To support large-scale DVEs, a multi-server architecture is usually employed, and the virtual world is partitioned into multiple zones for load distribution. The client assignment problem arises when assigning the participating clients to the servers. Current approaches usually assign clients to servers according to the locations of clients in the virtual world, i.e., clients interacting in the same zone of the virtual world will be assigned to the same server. This approach may degrade the interactivity of DVEs if the network delay from a client to its assigned server is large. In this paper, we formulate the client assignment problem, and propose two algorithms to assign clients to servers in a more efficient way. The proposed algorithms are based on the heuristics developed for the well-known Terminal Assignment problem. Simulation results with the BRITE Internet Topology Generator show that our algorithms are effective in enhancing the interactivity of DVEs.

关键词： Greedy algorithms Large-scale systems Network servers Virtual environment Web server distributed computing Military computing Computational modeling Avatars Delay

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Interoperating Simulations of Automatic Material Handling Systems and Manufacturing Processes 06

Interoperating Simulations of Automatic Material Handling Sy...

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Simulation Winter Conference

作者： Boon Ping Gan Lai Peng Chan Stephen John Turner Planning and Operation Management Group Singapore Institute of Manufacturing Technology Singapore Parallel and Distributed Computing Centre Nanyang Technological University Singapore

ISBN: (纸本)9781424405015

To perform a high fidelity simulation study on a 300 mm wafer fabrication plant, modeling of the manufacturing process (MP) alone is not sufficient. Inclusion of the automated material handling system (AMHS) model is necessary due to the high degree of factory automation. There isn't, however, a single tool that is capable of modeling both the AMHS and MP with sufficient accuracy and granularity. A commercial simulation package such as AutoMod is usually used to model the AMHS while AutoSched AP is usually used to model the MP. These packages can be integrated using the supplied interoperation module but flexibility in optimizing the execution performance for different simulation models is lacking. In this paper, we present an approach to interoperation based on the high level architecture standard. We note that the typical characteristics of disparity in the models' time granularity and frequent model interactions are the obstacle to good execution performance

关键词： Materials handling Manufacturing processes Manufacturing automation Packaging Discrete event simulation Semiconductor device modeling Semiconductor device manufacture Middleware Computational modeling Gallium nitride

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