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Transactional paradigm: applications to distributed programming

Transactional paradigm: applications to distributed programm...

引用

IEEE international conference on Algorithms and Architectures for parallel Processing (ICAP)

作者： V.K. Murthy E.V. Krishnamurthy School of Computing and Mathematics Deakin University Geelong VIC Australia Computer Sciences Laboratory Research School of Information Sciences and Engineering Australian National University Canberra ACT Australia

A transactional paradigm is suggested for computer-assisted parallelization of programs and register-cache scheduling. It can serve as a building tool for pipelining, data parallellism, or generic parallellism in a va... 详细信息

关键词： Concurrent computing Processor scheduling parallel processing Costs Application software Laboratories Australia Buildings Pipeline processing Computer architecture

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parallel image matching on a distributed system

Parallel image matching on a distributed system

引用

IEEE international conference on Algorithms and Architectures for parallel Processing (ICAP)

作者： J. You W.P. Zhu E. Pissaloux H.A. Cohen School of Computer and Information Science University of South Australia SA Australia Sch. of Comput. & Inf. Sci Univ. of South Australia The Levels SA Australia Department of Computer Science and Computer Engineering La Trobe University Bundoora VIC Australia

Image matching based on image feature pixels involves heavily iterated computation and repeated memory access. In our previous work the detection of interesting points has been reported as an efficient pre-processing step to extract binary images for further matching in terms of certain distance measurement. This paper presents our extension to a parallel implementation of the matching scheme for object recognition on a low cost heterogeneous PVM (parallel Virtual Machine) network. While most of the sequential execution time is spent on image feature extraction, distance transform and matching measurement, our investigation shows that a distributed memory multicomputer can best meet the high computational and memory access demands in image processing. The performance is evaluated in terms of execution time. We conclude that parallel image processing con be implemented on a general distributed system to achieve the speedup without specific hardware requirement.< >

关键词： Image matching Image processing Pixel Distance measurement Object recognition Costs Virtual machining Feature extraction Time measurement distributed computing

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Bidirectional ring: An alternative to the hierarchy of unidirectional rings 1st

Bidirectional ring: An alternative to the hierarchy of unidi...

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1st international EURO-PAR conference on parallel Processing, EURO-PAR 1995

作者： Jaseemuddin, Muhammad Vranesic, Zvonko G. Department of Electrical and Computer Engineering University of Toronto TorontoM5S 1A4 Canada

ISBN: (纸本)9783540602477

A hierarchy of unidirectional rings has been used successfully in distributed shared-memory multiprocessors. The fixed cluster size of the hierarchy prevents full exploitation of communication locality. The bidirectional ring is presented as an alternative to the hierarchy. Its relative performance is evaluated for a variety of memory access patterns and network sizes. It gives superior performance for low communication locality and for large networks. Another useful feature of the bidirectional ring is that the network load tends to be balanced over the two constituent unidirectional rings. These features make the bidirectional ring an attractive possibility as a network structure for scalable NUMA multiprocessors. © Springer-Verlag Berlin Heidelberg 1995.

关键词： Memory architecture

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Synchronisation in safety-critical distributed control systems

Synchronisation in safety-critical distributed control syste...

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IEEE international conference on Algorithms and Architectures for parallel Processing (ICAP)

作者： H. Lonn R. Snedsbol Department of Computer Engineering Laboratory for Dependable Computing Chalmers University of Technology Gothenburg Sweden

distributed computer systems for real-time control require a global timebase with high precision. A small time skew between local clocks in the system is required to obtain good control performance through well synchronised task execution, but also provides a base for efficient communication. In distributed safety critical applications, clocks have traditionally been synchronised with fault tolerant clock synchronisation algorithms. With these methods, a limited number of erroneous clock readings are allowed in each adjustment. On the other hand, readings from all clocks in the system are required before an adjustment can be made. In this paper an alternative approach, the Daisy Chain method, is proposed and compared with present solutions. Daisy Chain synchronisation does not allow erroneous clock readings, but methods of avoiding them are described. Due to its simplicity, the method can be implemented with little hardware. Low precision frequency sources are sufficient and recovery after arbitrary failures is fast because no special start up phase is required. The paper also discusses effects of quantisation uncertainty and transmission delay, and outline the implementation of a global time base in an embedded distributed real-time architecture.< >

关键词： distributed control Clocks Frequency synchronization Communication system control Control systems distributed computing Real time systems Safety Application software Fault tolerance

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Mapping of backpropagation learning onto distributed memory multiprocessors

Mapping of backpropagation learning onto distributed memory ...

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IEEE international conference on Algorithms and Architectures for parallel Processing (ICAP)

作者： S. Mahapatra R.N. Mahapatra Department of Electronics & Electrical Communication Engineering Indian Institute of Technology Kharagpur India Department of Computer Science Engineering & Applications Regional Engineering College Orissa India

This paper presents a mapping scheme for parallel pipelined execution of the Backpropagation Learning Algorithm on distributed memory multiprocessors (DMMs). The proposed implementation exhibits training set parallelism that involves batch updating. Simple algorithms have been presented, which allow the data transfer involved in both forward and backward executions phases of the backpropagation algorithm to be carried out with a small communication overhead. The effectiveness of our mapping has been illustrated, by estimating the speedup of a proposed implementation on an array of T-805 transputers.< >

关键词： Multi-layer neural network parallel processing Backpropagation algorithms Neural networks Neurons Performance analysis parallel architectures Visualization Computer science Application software

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Effective mapping of artificial neural network algorithms onto massively parallel hardware: the REMAP programming environment

Effective mapping of artificial neural network algorithms on...

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IEEE international conference on Algorithms and Architectures for parallel Processing (ICAP)

作者： Guang Li B. Svensson Department of Computer Engineering Chalmers University of Technology Gothenburg Sweden

The application of artificial neural networks (ANN) in real-time embedded systems demands high performance computers. Miniaturized massively parallel architectures are suitable computation platforms for this task. An important question which arises is how to establish an effective mapping from ANN algorithms to hardware. In this paper, we demonstrate how an effective mapping can be achieved with our programming environment in close combination with an optimized architecture design targeted for neuro-computing.< >

关键词： Artificial neural networks Application software Real time systems Embedded system Computer networks Embedded computing High performance computing parallel architectures Concurrent computing Hardware

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Algorithmic aspects and computing trends in computational electromagnetics using massively parallel architectures

Algorithmic aspects and computing trends in computational el...

引用

IEEE international conference on Algorithms and Architectures for parallel Processing (ICAP)

作者： C. Rowell V. Shankar W.F. Hall A. Mohammadian Rockwell International Science Center

Accurate and rapid evaluation of radar signature for alternative aircraft/store configurations would be of substantial benefit in the evolution of integrated designs that meet radar cross section requirements across the threat spectrum. Finite-volume time domain methods offer the possibility of modeling the whole aircraft, including penetrable regions and stores, at longer wavelengths on today's supercomputers and at typical airborne radar wavelengths on the massively parallel teraflop computers of tomorrow. To realize this potential, practical means are being developed for the rapid generation of grids on and around the aircraft, and numerical algorithms that maintain high order accuracy on such grids are being constructed. A structured grid and an unstructured grid based finite-volume, time-domain Maxwell's equation solver has been developed incorporating modeling techniques for general radar absorbing materials. Using this work as a base, the goal of the computational electromagnetics effort is to define, implement, and evaluate rapid prototype signature prediction, addressing many issues related to (1) physics of electromagnetics, (2) efficient and higher-order accurate algorithms, (3) boundary condition procedures, (4) geometry and gridding (structured and unstructured), (5) computer architecture, and (6) validation.< >

关键词： Airborne radar Radar cross section Supercomputers Concurrent computing Mesh generation Aircraft manufacture Time domain analysis Maxwell equations Aerospace materials Computational electromagnetics

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A distribution independent algorithm for the reduction to tridiagonal form using one-sided rotations

A distribution independent algorithm for the reduction to tr...

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IEEE international conference on Algorithms and Architectures for parallel Processing (ICAP)

作者： M. Hegland Research School for Information Sciences and Engineering Australian National University

A scalable algorithm for the reduction to tridiagonal form of symmetric matrices is developed. It uses one-sided rotations instead of similarity transforms. This allows a data distribution independent implementation w... 详细信息

关键词： Symmetric matrices Sparse matrices Jacobian matrices Algorithms Timing Eigenvalues and eigenfunctions Concurrent computing Libraries Artificial intelligence Costs

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On the doubly-linked list protocol for distributed shared memory multiprocessor systems

On the doubly-linked list protocol for distributed shared me...

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IEEE international conference on Algorithms and Architectures for parallel Processing (ICAP)

作者： A.C.K. Lau K.H.W. Leung N.H.C. Yung Y.S. Cheung Department of Electrical and Electronics Engineering University of Hong Kong Hong Kong China

This paper introduces the doubly-linked list (DLL) protocol for distributed shared memory (DSM) multiprocessor systems. The protocol makes use of two linked lists to keep track of valid copies of pages in the system, thus eliminating the use of copysets. Simulation studies show that the DLL protocol achieved considerable speed-up for common mathematical problems including a linear equations solver and a matrix multiplier. Performance improvement of up to 51.9% over the dynamic distributed manager algorithm is obtained. Further improvement and possible modification of the protocol are also discussed.< >

关键词： Protocols Multiprocessing systems Clustering algorithms distributed decision making Programming profession Multiprocessor interconnection networks Modems Kelvin Equations Heuristic algorithms

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Motion detection on distributed-memory machines: a case study

Motion detection on distributed-memory machines: a case stud...

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IEEE international conference on Algorithms and Architectures for parallel Processing (ICAP)

作者： P. Cremonesi M. Pugassi N. Scarabottolo Dipartimento di Elettronica e Informazione Politecnico di Milano Milan Italy Dipartimento di Scienze dell'hgegneria UniversitA degli Studi di Modena Modena Italy

The problem considered in this paper is the implementation of motion-detection on distributed-memory MIMD machines. The solution here proposed is based on pyramidal algorithms that, by iteratively discarding uninteresting details, allow to focus on the moving parts of an image stream. Different parallelisation methodologies have been evaluated and the most promising ones have been implemented on a Transputer-based parallel machine. Experimental results are here presented and compared with the theoretical ones.< >

关键词： Motion detection Computer aided software engineering Surveillance Layout Image processing Power system interconnection parallel programming Machine vision Focusing Iterative algorithms

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