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Design and implementation of an efficient multi-cluster GridRPC system 05

Design and implementation of an efficient multi-cluster Grid...

引用

IEEE/ACM International Symposium on Cluster computing and the Grid (CCGRID)

作者： Quoc-Thuan Ho Wentong Cai Yew-Soon Ong Institute of High Performance Computing Agency for Science Technology and Research Singapore Parallel & Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore

ISBN: (纸本)9780780390744

Multi-cluster Grids have emerged as the most popular type of grid environments. On multi-cluster grid, resources are distributed across different networks. Hence, scheduling and dispatching jobs are difficult and inefficient due to the restrictions of network and the communication overhead. This paper presents the design and implementation of an efficient GridRPC system for the multi-cluster grid. Metascheduling mechanism is developed to distribute jobs onto different clusters of computers effectively. Further, a dynamic bundling mechanism is provided to reduce overhead of job dispatching. This mechanism bundles similar requests to form a composite request that is dispatched to a grid resource. The above mechanisms have been tested with different types of services and loads, and the results show that they help to achieve more balanced workload and reduce the overhead of job dispatching. This cuts down execution time of applications.

关键词： Dispatching distributed computing Computer architecture Concurrent computing Grid computing Mesh generation High performance computing Processor scheduling Testing Network servers

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Interoperating autosched AP using the high level architecture

Interoperating autosched AP using the high level architectur...

引用

2005 Winter Simulation Conference

作者： Gan, Boon Ping Lendermann, Peter Low, Malcolm Yoke Hean Turner, Stephen J. Wang, Xiaoguang Taylor, Simon J. E. D-SIMLAB Programme Singapore Institute of Manufacturing Technology 71 Nanyang Drive Singapore 638075 Singapore Parallel and Distributed Computing Centre Nanyang Technological University Block N4 Nanyang Avenue Singapore 639798 Singapore Centre for Applied Simulation Modeling School of Information Systems Computing and Mathematics Brunel University Uxbridge UB8 3PH United Kingdom

ISBN: (纸本)0780395204

The High Level Architecture (HLA) is an IEEE standard for interoperating simulation federates. In this paper, we describe a set of requirements that simulation packages need to satisfy in order to be made interoperable using the HLA standard. AutoSched AP, a commercial off-the-shelf simulation package (CSP) which is widely used in the semiconductor industry, was used as a case study for this interoperation exercise. We demonstrated that a straight-forward customization of the CSP through a middleware that provides standard functions for interoperation may not provide a satisfactory solution. A specially optimized time synchronization mechanism needs to be installed to ensure good execution efficiency. Experimental results using a Borderless Fab model that comprises of two factory models show that an optimized time synchronization mechanism results in an execution time that is ten times better than a straightforward application of the HLA Runtime Infrastructure's time synchronization mechanism.

关键词： Computer architecture

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Using manufacturing process flow for time synchronization in HLA-based simulation 05

Using manufacturing process flow for time synchronization in...

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International Workshop/Symposium on distributed Simulation and Real-Time Applications (DS-RT)

作者： Boon Ping Gan M. Yoke Hean Low Xiaoguang Wang S.J. Turner Singapore Institute of Manufacturing Technology D-SIMLAB Programme Singapore Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore

ISBN: (纸本)9780769524627

Time synchronization has always been a critical deciding factor of whether interoperating simulation models using the high level architecture (HLA) is achievable efficiently. In this paper, we propose a conservative time synchronization algorithm that makes use of the manufacturing process flow information (a sequence of steps production lots flow through) in the computation of the request time. This time is used by the simulation federate to issue requests to advance time to the HLA runtime infrastructure (RTI). The proposed algorithm monitors the simulation events that potentially trigger external timestamp messages at the exit step and j processing steps before this exit step as well as simulation events that extend the timestamp of external messages. We evaluated the performance of this algorithm using a Borderless Fab simulation model on the AutoSched AP. The experimental results show that the algorithm performs much better than a straightforward use of the RTFs time synchronization, and the further back we went in looking at the processing steps, the better the execution time that was achieved.

关键词： Manufacturing processes Computational modeling Protocols Computer aided manufacturing Collaboration Computer simulation distributed computing Runtime Discrete event simulation Packaging

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Interoperating AutoSched AP using the High Level Architecture 05

Interoperating AutoSched AP using the High Level Architectur...

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Simulation Winter Conference

作者： Boon Ping Gan P. Lendermann M. Yoke Hean Low S.J. Turner Xiaoguang Wang S.J.E. Taylor D-SIMLAB Programme Singapore Institute of Manufacturing Technology Singapore Singapore Parallel and Distributed Computing Centre Nanyang Technological University Singapore Singapore Centre for Applied Simulation Modeling School of Information Systems Computing and Mathematics Brunei University Uxbridge UK

ISBN: (纸本)9780780395190

The high Level Architecture (HLA) is an IEEE standard for interoperating simulation federates. In this paper, we describe a set of requirements that simulation packages need to satisfy in order to be made interoperable using the HLA standard. AutoSched AP, a commercial off-the-shelf simulation package (CSP) which is widely used in the semiconductor industry, was used as a case study for this interoperation exercise. We demonstrated that a straightforward customization of the CSP through a middleware that provides standard functions for interoperation may not provide a satisfactory solution. A specially optimized time synchronization mechanism needs to be installed to ensure good execution efficiency. Experimental results using a Borderless Fab model that comprises of two factory models show that an optimized time synchronization mechanism results in an execution time that is ten times better than a straightforward application of the HLA runtime infrastructure's time synchronization mechanism.

关键词： Chip scale packaging Business Gallium nitride Standards development Standards organizations Communication standards Computational modeling Semiconductor device packaging Electronics industry Production facilities

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An integrated and adaptive decision-support framework for high-tech manufacturing and service networks

An integrated and adaptive decision-support framework for hi...

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Simulation Winter Conference

作者： P. Lendermann M.Y.H. Low Boon Ping Gan N. Julka Lai Peng Chan S.J. Turner Wentong Cai Xiaoguang Wang Loo Hay Lee T. Hung S.J.E. Taylor L.F. McGinnis S. Buckley Singapore Institute of Manufacturing Technology Singapore Singapore Parallel and Distributed Computing Centre Nanyang Technological University Singapore Singapore Department of Industrial and Systems Engineering National University of Singapore Singapore Institute of High Performance Computing Singapore Singapore Centre for Applied Simulation Modelling School of Information Systems Computing and Maths Brunei University Uxbridge Middlesex UK School of Industrial and Systems Engineering Georgia Institute of Technology Atlanta GA USA

This article describes the results of one of the ten pilot programmes under the integrated manufacturing and service systems (IMSS) initiative pursued by the Agency for Science, Technology and Research (A* STAR) in Singapore. The objective of this particular programme is to investigate how design, analysis, enhancement and implementation of critical business processes in a manufacturing and service network can be realised using one single simulation/application framework. The overall architecture of the framework outlines how commercial simulation packages and Web-service based business process application components would have to be connected through a commercial application framework to achieve maximum leverage and re-usability of the applications involved. In the pilot phase of this programme, research issues were also addressed with regard to mechanisms for interoperation between commercial simulation packages, symbiotic interaction between simulation-based decision support components and physical systems, and simulation speed-up through multi-objective optimal computing budget allocation techniques on a grid infrastructure.

关键词： Business Logistics Computational modeling Job shop scheduling Manufacturing processes Virtual manufacturing Packaging Drives distributed computing Computer industry

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Investigating distributed simulation at the Ford Motor Company

Investigating distributed simulation at the Ford Motor Compa...

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International Workshop/Symposium on distributed Simulation and Real-Time Applications (DS-RT)

作者： S.J.E. Taylor L. Behli Xiaoguang Wang S.J. Turner J. Ladbrook Centre for Applied Simulation Modeling Brunel University Uxbridge Middlesex UK Centre for Appl. Simulation Modeling Brunei Univ. Uxbridze Middlesex UK Parallel and Distributed Computing Centre Nanyang Technological University Singapore Dunton Engineering Centre Ford Motor Company Limited Basildon Essex UK Dunton Engineering Centre Ford Motor Company Mail 15/4a-F04-D Basildon UK

Engine production is a complex process that requires the manufacturing and assembly of a wide variety of components to create a varied product mix. Simulation plays a key role in the planning process of a new production line to determine if it can meet expected demand. However, these simulations can be very time consuming and can often take up to a day to execute a single run. This paper investigates how distributed simulation based on the IEEE 1516 High Level Architecture and the emerging standard COTS Simulation Package Interoperability Product Development Group (CSPI-PDG) Type I Interoperability Reference Model could be used to reduce the time taken for a single simulation run. CSP interoperability and the problem of integrating CSPs with HLA software (the runtime infrastructure) are presented. New prototype benchmarking software, the COTS Simulation Package Emulator (CSPE), which is being developed to investigate distributed simulation problems, is discussed. The paper then develops a case study of how this was used to investigate the feasibility of using distributed simulation at Ford. The paper discusses results obtained from this case study and suggests that distributed simulation could indeed be beneficial to Ford.

关键词： Packaging Engines Manufacturing processes Assembly Meeting planning Process planning Production planning Computer architecture Standards development Product development

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Grid services and service discovery for HLA-based distributed simulation

Grid services and service discovery for HLA-based distribute...

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Proceedings - Eighth IEEE International Symposium on distributed Simulation and Real-Time Applications, DS-RT 2004

作者： Zong, Wenbo Wang, Yong Cai, Wentong Turner, Stephen J. Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore 639798

ISBN: (纸本)0769522327

Modelling and simulation permeate all areas of business, science and engineering and increasingly complex simulation systems often require huge computing resources and data sets that are geographically distributed. The widely adopted platform for building distributed simulations is the High Level Architecture (HLA). Deficiencies associated with HLA have been well discussed in the literature. The advent of Grid technology enables the use of distributed computing resources and facilitates the access of geographically distributed data. In this paper, we propose a framework for executing large-scale distributed simulations using Grid services. The framework addresses some of the deficiencies of HLA, including dynamic discovery and resource utilization. End-users can construct large-scale distributed simulations using this framework with ease. © 2004 IEEE.

关键词： distributed computer systems

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"Gridifying" aerodynamic design problem using gridRPC 2nd

引用

2nd International Workshop on Grid and Cooperative computing, GCC 2003

作者： Ho, Quoc-Thuan Ong, Yew-Soon Cai, Wentong Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University 639798 Singapore

ISBN: (纸本)3540219889

This paper presents a "gridifying" process for aerodynamic wing design as a case study of complex engineering design problems. In order to assist engineers and scientists to solve the problems on the Grid environment effectively, we developed an API based on GridRPC, a Remote Procedure Call standard interface for Grid-enabled applications. In this work, we also provide mechanisms to reduce communication cost and schedule GridRPC requests across multiple clusters on the Grid. These facilities are incorporated in our GridRPC API implementation. © Springer-Verlag Berlin Heidelberg 2004.

关键词： Grid computing

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Multi-agent interactions in distributed virtual worlds

Multi-agent interactions in distributed virtual worlds

引用

IEEE TENCON 2004 - 2004 IEEE Region 10 Conference: Analog and Digital Techniques in Electrical Engineering

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

Multi-agent systems provide a valuable tool for handling increasing software complexity and supporting rapid and accurate problem solving. This paper presents a general architecture in which autonomous agents are embedded in a distributed virtual environment and are enabled to communicate with each other. We focus on the interaction issues, using cooperation and coordination patterns. Different cases of the agents' teamwork to improve their efficiency are investigated and compared. A prototype system has been implemented, with message templates and algorithms identified. Finally, some experimental results are given. © 2004 IEEE.

关键词： Multi agent systems

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Grid Services and Service Discovery for HLA-Based distributed Simulation 04

Grid Services and Service Discovery for HLA-Based Distribute...

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International Workshop/Symposium on distributed Simulation and Real-Time Applications (DS-RT)

作者： Wenbo Zong Yong Wang Wentong Cai S.J. Turner Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore

ISBN: (纸本)9780769522326

关键词： Computational modeling distributed computing Large-scale systems Web services Resource management Concurrent computing Data engineering Computer simulation Computer architecture Buildings

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