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检索条件"任意字段=Applied Computing 2004 - Proceedings of the 2004 ACM Symposium on Applied Computing"

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Autonomic proactive runtime partitioning strategies for SAMR applications

Autonomic proactive runtime partitioning strategies for SAMR...

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International symposium on Parallel and Distributed Processing (IPDPS)

作者： S. Chandra M. Parashar Y. Zhang J. Yang S. Hariri HPDC Laboratory University of Arizona Tucson USA Applied Software Systems Laboratory ECE/CAIP Rutgers University USA

Summary form only given. Dynamic structured adaptive mesh refinement (SAMR) techniques along with the emergence of the computational grid offer the potential for realistic scientific and engineering simulations of complex physical phenomena. However, the inherent dynamic nature of SAMR applications coupled with the heterogeneity and dynamism of the underlying grid environment present significant research challenges. We present proactive runtime partitioning strategies based on performance prediction functions that are experimentally formulated in terms of system parameters such as CPU load and available memory. These proactive partitioning strategies form a part of the GridARM autonomic framework which enables self-managing, self-adapting, and self-optimizing SAMR applications on the grid. Experimental evaluation of the proactive schemes using the 3D Richtmyer-Meshkov compressible fluid dynamics kernel for different system configurations and workloads demonstrates the improvement in overall runtime performance.

关键词： Runtime Grid computing Computational modeling Application software Laboratories Adaptive mesh refinement Physics computing Fluid dynamics Kernel Software systems

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A new approach to distribute program workload on software DSM clusters

A new approach to distribute program workload on software DS...

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International symposium on Parallel Architectures, Algorithms and Networks (ISPAN)

作者： Tyng-Yeu Liang Yen-Tso Liu Ce-Kuen Shieh Chun-Yi Wu Department of Electrical Engineering National Kaohsiung University of Applied Sciences Kaohsiung Taiwan Department of Electrical Engineering National Cheng Kung University Tainan Taiwan

ISBN: (纸本)0769521355

The workload distribution approaches used by software distributed shared memory (DSM) clusters always distribute the working threads of applications according to the computational power of processors. However, in addition to computational cost, the cost of memory accesses is an important factor for determining program performance. Neglecting this cost will result in making wrong decisions in workload distribution and then degrading program performance. To address this problem, we propose a new approach with simultaneously considering the memory capability and the computational power of processors for workload distribution on software DSM clusters in this paper. We have implemented the proposed approach on a test bed. Our experimental results show that the proposed approach can provide more performance improvement for the applications compared to the others with considering only computational powers or memory capabilities.

关键词： Yarn Application software Distributed computing Computational efficiency Power engineering computing Costs Degradation Testing Large-scale systems Computer networks

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A polyalgorithmic approach applied for fast matrix multiplication on clusters

A polyalgorithmic approach applied for fast matrix multiplic...

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International symposium on Parallel and Distributed Processing (IPDPS)

作者： W. Nasri D. Trystram LIP2 Département des Sciences de lInformatique Faculté des Sciences de Tunis Tunisia ID-IMAG Grenoble France

Summary form only given. There is today an increasing diversity of parallel execution supports. Solving a target problem by using a single algorithm is not always efficient on any computational support. We present here a polyalgorithmic approach for selecting the most suitable algorithm among various ones for given problem size and available resources. Our principal objective here is to illustrate such an approach on the well-known matrix multiplication problem which is one of the most important basic numerical kernels. More precisely, we propose a polyalgorithm which uses both advantages of standard and fast algorithms which is able to automatically choose the right and suitable algorithm for computing the matrix multiplication of any dimension on a particular parallel system. We target this approach on homogeneous clusters of PCs while providing some experiments.

关键词： Clustering algorithms Parallel algorithms Concurrent computing Multiprocessor interconnection networks Algorithm design and analysis Matrix decomposition Kernel Personal communication networks Parallel processing Educational institutions

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Virtuality-based understanding scheme (VirUS) - A holistic typecast supporting research and behaviour-oriented management of virtual teams

Virtuality-based understanding scheme (VirUS) - A holistic t...

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Advances in e-Engineering and Digital Enterprise Technology - I. proceedings of the Fourth International Conference on e-Engineering and Digital Enterprise Technology

作者： Schmidt, C. Temple, B.K. McCready, A. Newman, J. Kimzler, S.C. Department of Business Administration HTW - University of Applied Sciences Saarbrücken Germany School of Engineering Science and Design Glasgow Caldeonian University United Kingdom Department of Business Information Management Glasgow Caledonian University United Kingdom School of Computing and Mathematical Sciences Glasgow Caledonian University United Kingdom Department of International Business FH Aalen - University of Applied Sciences Germany

ISBN: (纸本)1860584675

This paper describes the background to a research project whose objective is to develop a Virtuality-based Understanding Scheme (VirUS) as a typecast of virtual teams. In response to rapidly changing environments and developments in Information and Communication Technologies (ICT), organizations are increasingly using Virtual Teams (VTs). However, both managers and scientists have not yet agreed upon a common understanding of VTs. Classifications diverge as to what types of VTs exist and how degrees of virtualization in VTs can be identified. This creates difficulties for further research and managers striving to implement findings. Furthermore, research on management of VTs lacks attention to potential individual dysfunctions arising out of virtual working environments. According to Türk [51] mismanagement of these dysfunctions can enhance Overstabilisation, Overcomplexity and Overregulation as corporate pathologies and result in higher dominance, social and psychic cost. VirUS will serve as a basis for a projection of Turk's pathology concept. It involves an analysis of the relation between certain stages in VirUS and pathological states.

关键词： Virtual reality

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proceedings. 2004 IEEE Computational Systems Bioinformatics Conference

Proceedings. 2004 IEEE Computational Systems Bioinformatics ...

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proceedings of the IEEE Computational Systems Bioinformatics Conference, CSB

The following topics are dealt with: genomics; transcriptomes; proteomics; applied bioinformatics; data mining; ontology; comparative genomics; evolution and phylogenetics; functional genomics; high performance computing; pathways network systems biology; pattern recognition; promoter analysis; protein structure analysis; and sequence alignment.

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Design of rationality-based computing middleware: a preliminary study

Design of rationality-based computing middleware: a prelimin...

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Congress on Evolutionary Computation

作者： J.C. Oh D.E. Volper Department of Electrical Engineering and Computer Science Syracuse University Syracuse NY USA

This paper introduces the concept of rationality-based computing (RBC) and a preliminary design of middleware, GameMosix that implements the concept. Millions of computers and mobile devices over the Internet play rationality-based games in sharing computational resources. Researchers in computer systems communities are becoming more interested in game theory and evolutionary computing. First, we discuss previous work on game theory and evolutionary game theory applied to computer systems. Then, we introduce the design of a preliminary version of RBC middleware architecture and some results from the simulation of the architecture.

关键词： Middleware Game theory Internet Grid computing Web server Computer science Mobile computing Computer architecture Computational modeling Concurrent computing

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A simple genetic approach to adaptive processing of tree-structure patterns

A simple genetic approach to adaptive processing of tree-str...

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proceedings of the International Conference on Artificial Intelligence, IC-AI'04

作者： Cho, Siu-Yeung Chi, Zheru Division of Computing Systems School of Computer Engineering Nanyang Technological University Nanyang Avenue Singapore 639798 Dept. of Elect. Eng. Hong Kong Polytechnic University Hung Hom Kowloon Hong Kong

ISBN: (纸本)1932415335

This paper describes a learning scheme of a structural connectionist architecture based on a simple genetic approach to adaptive processing of tree-structures representation. Conventionally, one of the most popular supervised learning formulations of tree-structures processing is Backpropagation Through Structures (BPTS) [1]. The BPTS algorithm has been successfully applied to a number of learning tasks that involved complex symbolic structural patterns such as image semantic, internet behaviour, and chemical compound. However, this BPTS typed algorithm suffers from the long-term dependency problem in learning very deep tree structures. In this paper, we propose a simple genetic evolution approach for this processing. The idea of this algorithm is to tune the learning parameters by the genetic evolution with specified binary chromosome structures. Experimental results significantly support the capabilities of our proposed approach to classify and recognize structural patterns in terms of generalization capability.

关键词： Data structures

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Bark texture feature extraction based on statistical texture analysis

Bark texture feature extraction based on statistical texture...

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International symposium on Intelligent Multimedia, Video and Speech Processing

作者： Yuan-Yuan Wan Ji-Xiang Du De-Shuang Huang Zheru Chi Yiu-Ming Cheung Xiao-Feng Wang Guo-Jun Zhang Intelligent Computing Laboratory Institute of Intelligent Machines Chinese Academy and Sciences Hefei Anhui China Center for Multimedia Signal Processing Hong Kong Polytechnic University Hong Kong China Department of Computer Science Hong Kong Baptist University Hong Kong China

ISBN: (纸本)0780386876

This paper quantitatively describes and discusses the usefulness of texture analysis methods for the recognition of bark. Comparative studies of bark texture feature extraction are performed for the four texture analysis methods such as the gray level run-length method (RLM), co-occurrence matrices method (COMM) and histogram method (HM) as well as auto-correlation method (acm). Specifically, we use three classifiers of nearest neighbor (l-NN), k-nearest neighbor (k-NN) and moving median centers (MMC) hypersphere classifiers to verify the validity of the extracted bark texture features. To gain good results we added to color information that proved very efficient. Moreover, the experimental results also demonstrate that from the viewpoint of the recognition accuracy and computational complexity, the COMM method is superior to the other three methods.

关键词： Feature extraction Histograms Image texture analysis Image analysis Probability Machine intelligence Signal processing Plants (biology) Entropy Multimedia computing

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Developing Web services in a computational grid environment

Developing Web services in a computational grid environment

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IEEE International Conference on Services computing (SCC)

作者： X. Yang M. Hayes A. Usher M. Spivack Cambridge eScience Centre University of Cambridge Cambridge UK Department of Applied Mathematics and Theoretical Physics University of Cambridge Cambridge UK

Grid and Web services are both hot topics today. In this paper, we present some ongoing work and planned future work at the Cambridge eScience Centre. After an introduction to these technologies in the context of grid applications development, we describe two use-cases: a database of results in computational fluid dynamics (CFD) and a small computational grid for aircraft engineering design. As grid services are moving towards Web services, we continue to make use of the Globus Toolkit v2.4 (GT2.4), without adopting the open grid services architecture (OGSA) wholesale. In our scenario, GT2.4 integrates distributed computing resources including HPC and clusters while Web services wrap the scientific code as a service.

关键词： Web services Grid computing Computational fluid dynamics Databases Aircraft propulsion Aerospace engineering Data engineering Design engineering Computer architecture Service oriented architecture

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XML language binding support for pervasive communication in distributed virtual shared information spaces

XML language binding support for pervasive communication in ...

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IEEE Annual Conference on Pervasive computing and Communications Workshops (PerCom)

作者： N. Luttenberger F. Reuter J. Koberstein Communication Systems Research Group Institute for Computer Science and Applied Mathematics Christian-Albrechts-Universitat zu Kiel Germany

We show a novel middleware approach for pervasive applications that communicate via an XML-based distributed virtual shared information space. This approach extends some common ideas on XML language binding frameworks... 详细信息

关键词： XML Application software Pervasive computing Radio broadcasting Middleware Writing Relays Computer science Mathematics Floods

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