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Design and implementation of an efficient multi-cluster GridRPC system

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

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2005 IEEE International Symposium on Cluster computing and the Grid, CCGrid 2005

作者： Ho, Quoc-Thuan Cai, Wentong Ong, Yew-Soon Institute of High Performance Computing Agency for Science Technology and Research Singapore Science Park II 1 Science Park Road Singapore 117528 Singapore Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore 639798 Singapore

ISBN: (纸本)0780390741

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 over-head. 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. © 2005 IEEE.

关键词： Distributed computer systems

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Implementing distributed shared memory on top of MPI: the DSMPI library

Implementing distributed shared memory on top of MPI: the DS...

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Euromicro Workshop on parallel and Distributed Processing

作者： L.M. Silva J.G. Silva S. Chapple University of Coimbra Portugal Edinburgh Parallel Computing Centre UK

Distributed shared memory has been recognized as an alternative programming model to exploit the parallelism in distributed memory systems since it provides a higher level of abstraction than simple message passing. DSM combines the simple programming model of shared-memory with the scalability of distributed memory machines. This paper presents DSMPI, a parallel library that runs atop of MPI and provides a distributed shared memory abstraction. It provides an easy-to-use programming interface, is flexible, portable and supports heterogeneity. Moreover, it supports different coherence protocols and models of consistency. We present some performance results taken in a network of workstations and in a Cray T3D which show that DSMPI can be competitive with MPI for some applications.

关键词： Libraries Programming profession parallel programming Message passing Operating systems parallel processing Scalability Workstations Hardware Coherence

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The parallel Utilities Library

The Parallel Utilities Library

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Scalable parallel Libraries Conference

作者： S.R. Chapple L.J. Clarke Edinburgh Parallel Computing Centre Edinburgh University Edinburgh UK

The paper describes the parallel Utilities Library (PUL) which has been in development at Edinburgh parallel computing centre (EPCC) since 1991. The primary aim of this project has been to support the porting of commercial and industrial applications to parallel systems by providing commonly required services within a suite of library modules implemented on top of message-passing. The library includes support for task parallelism, domain decomposition, unstructured mesh applications and parallel scalable I/O and has recently been ported to the emerging Message-Passing Interface (MPI) standard. A large number of industrial application codes have been parallelised by making use of PUL and we report on three such projects that have been carried out with Rolls-Royce, AEA Technology and Shell UK.< >

关键词： Libraries parallel processing Computer industry Costs Application software parallel programming Usability Message passing Writing

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Creating scalable traffic simulation on clusters

Creating scalable traffic simulation on clusters

引用

Euromicro Conference on parallel, Distributed and Network-Based Processing

作者： A. Gourgoulis G. Terstyansky P. Kacsuk S. Winter Centre for Parallel Computing (CPC) University of Westminster London UK

We describe the implementation of a transport simulation in a parallel environment. The implementation is based on a graphical parallel programming environment called P-GRADE. The transport simulator, called MadCity, simulates a specific road network of a city and shows cars moving on the roads. To achieve scalability of the traffic simulation, the use of templates is necessary. This helps to control the number of participating processes required for the simulation without making modifications to the simulator's source code. Performance results are collected from four, eight and sixteen nodes of the Parsifal cluster and compared with the sequential execution results of the simulator. The implementation of the transport simulator is extended further to support the simulation of multiple cities within the same cluster and on the Grid.

关键词： Traffic control Roads Computational modeling Telecommunication traffic Visualization Programming profession Graphical user interfaces Predictive models Application software Monitoring

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Symbiotic Simulation and Its Application to Complex Adaptive Systems 11

Symbiotic Simulation and Its Application to Complex Adaptive...

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

作者： Stephen John Turner Parallel and Distributed Computing Centre Nanyang Technological University Singapore

ISBN: (纸本)9780769545530

Simulation-based decision support is an important tool in business, science, engineering, and many other areas. Although traditional simulation analysis can be used to generate and test possible plans, it suffers from a long cycle time for model update, analysis and verification. It is thus very difficult to carry out prompt "what-if' analysis to respond to abrupt changes in the physical systems being modeled. Symbiotic simulation has been proposed as a way of solving this problem by having the simulation system and the physical system interact in a mutually beneficial manner. The simulation system benefits from real-time input data which is used to adapt the model and the physical system benefits from the optimized performance that is obtained from the analysis of simulation results. This talk will present a classification of symbiotic simulation systems with examples of applications from the literature. An analysis of these applications reveals some common aspects and issues that are important for symbiotic simulation systems. From this analysis, we have specified an agent-based generic framework for symbiotic simulation. We show that it is possible to identify a few basic functionalities that can be provided by corresponding agents in our framework. These can then be composed together by a specific workflow to form a particular symbiotic simulation system. Finally, the talk will discuss the use of symbiotic simulation as a decision support tool in understanding and steering complex adaptive systems. Some examples of current applications being developed at Nanyang Technological University will be described.

关键词： Adaptation models Analytical models Symbiosis Computational modeling Data models Adaptive systems Real time systems

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Using opportunistic combining networks to reduce contention in multicomputers 4th

Using opportunistic combining networks to reduce contention ...

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4th International parallel Architectures and Languages Europe Conference, PARLE 1992

作者： Wilson, Gregory V. Edinburgh Parallel Computing Centre James Clerk Maxwell Building University of Edinburgh Mayfield Road EdinburghEH9 3JZ United Kingdom

ISBN: (纸本)9783540555995

A major difficulty in programming parallel computers is resolving the conflict between centralising data to ensure consistency and distributing data to ensure efficient access. Opportunistic combining networks can reduce access contention without compromising the efficiency of access. The implementation of two simple data structures (a parallel queue and a parallel stack) is described, and performance results obtained by simulation presented. © Springer-Verlag Berlin Heidelberg 1992.

关键词： Computer programming

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Exascale computing - An impossible challenge?

Exascale computing - An impossible challenge?

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NASA/ESA Conference on Adaptive Hardware and Systems (AHS)

作者： Mark Parsons EPCC (Edinburgh Parallel Computing Centre) University of Edinburgh UK

For the past two decades supercomputing has hitched a lift on the microprocessor revolution with year-on-year performance increases driven by microprocessor improvements. The transition from terascale to petascale computing has largely involved incremental improvements to software and hardware but has involved a higher degree of parallelism than ever before. computing at the exascale, where application will consist of tens of millions of threads, will require disruptive changes to hardware and software. This talk will explore some of the challenges and discuss if an exaflop/s is really achievable this decade.

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Interest management in agent-based distributed simulations 03

Interest management in agent-based distributed simulations

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

作者： Lihua Wang S.J. Turner Fang Wang Parallel & Distributed Computing Centre Nanyang Technological University Singapore

ISBN: (纸本)9780769520360

Distributed simulation enables participants situated in different geographical locations to share a common virtual world, which is called a distributed virtual environment (DVE). Among the different research topics concerned with DVE, there is a current trend of linking multi-agent systems and DVE together. With the properties of autonomy, social ability, reactivity and proactiveness, agents can be used to represent entities in DVE, where fast and accurate decision making is a determining factor of the whole environment. This paper provides a description of integrating agents into an HLA-based distributed simulation. It focuses on how to construct the sensor of an agent with different interest management schemes. Using the JADE (Java agent development framework) agent toolkit and the high level architecture (HLA) in our prototype, a minesweeping game, we outline two different implementations of this game. Due to the dynamic characteristics of agents, a problem of overdue information from the environment is discussed, and we propose an enlarged subscription region method to solve this problem. Moreover, advisories provided by the HLA are adopted to reduce the overheads. Conclusions are drawn based on the experimental results of these implementations.

关键词： Computational modeling Virtual environment Multiagent systems Java Game theory Distributed computing Computer simulation Avatars Concurrent computing Joining processes

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Security mechanisms for legacy code applications in GT3 environment

Security mechanisms for legacy code applications in GT3 envi...

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Euromicro Conference on parallel, Distributed and Network-Based Processing

作者： G. Terstyanszky T. Delaitre A. Goyeneche T. Kiss K. Sajadah S.C. Winter P. Kacsuk Centre of Parallel Computing Universitv of Westminster London Centre of Parallel Computing Cavendish School of Computer Science University of Westminster London UK MTA SZTAKI Laboratory of Parallel and Distributed Systems Budapest Hungary

There are many legacy code applications that cannot be run in grid environment without significant modifications. To avoid reengineering of legacy code, we developed the grid execution management for legacy code architecture (GEMLCA) that enables deployment of legacy code applications as grid services. GEMLCA is an OGSI grid service layer that supports submitting jobs, getting their results and status back. Security requirements are essential to any grid application to preserve the confidentiality and integrity of data. To meet these requirements the GT3 security model was implemented in GEMLCA. The paper introduces GEMLCA and how grid security infrastructure (GSI) components have been added to GEMLCA in order to enable secure execution of jobs in grid. The paper also presents how a legacy code traffic simulator was transformed into a grid service using GEMLCA and gives some simulation results.

关键词： Java Data security Computational modeling Wrapping Application software Testing Grid computing Computer architecture Concurrent computing Distributed computing

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Software Engineering for parallel Processing

Software Engineering for Parallel Processing

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IEE Colloquium on High Performance computing for Advanced Control

作者： S.C. Winter P. Kacsuk Centre for Parallel Comput. Westminster Univ. London UK Centre for Parallel Computing Budapest Hungary

Describes the architecture of a development environment for computer-aided parallel software engineering. The environment comprises tools for program design, simulation, run-time support and behaviour analysis. Tools are invariably interactive, depending in large part on graphical and visualisation support. SEPP (Software Engineering for parallel Processing) is an EU-funded consortium of nine partners in Eastern and Western Europe, whose aim is to realise the architecture through the development of practical tools.< >

关键词： Computer aided software engineering parallel programming Programming environments Software tools

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