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Automatically Tuned Dynamic Programming with an algorithm-by-blocks

Automatically Tuned Dynamic Programming with an algorithm-by...

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16th ieee international conference on Parallel and distributed systems, ICPADS 2010

作者： Li, Jiajia Tan, Guangming Chen, Mingyu Institute of Computing Technology Chinese Academy of Sciences China

ISBN: (纸本)9780769543079

As the complexity of current computer architecture increases, domain-specific program generators are extensively used to implement performance portable libraries. Dynamic programming is a performance-critical kernel in many applications including engineering operations and bioinformatics. In this paper, we propose an Automatically Tuned Dynamic Programming (ATDP) to optimize performance of dynamic programming algorithm across various architectures. First, an algorithm-by-blocks for dynamic programming is designed to facilitate optimizing with well-known techniques including cache and register tiling. Further, the parameterized algorithm-by-blocks is cooperative with an auto-tuning framework and leverages a hill climbing algorithm to search the possible best program on a given platform. the experiments on two x86 processors demonstrate that (i) the generated scalar programs improve performance by over 10 times, (ii) the vector programs further speedup the scalar ones by a factor of 4 and 2 for single-precision and double-precision, respectively. © 2010 ieee.

关键词： Dynamic programming

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KODAMA: As a distributed multi-agent system 7

KODAMA: As a distributed multi-agent system

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7th international conference on Parallel and distributed systems Workshops (ICPADS 2000)

作者： Zhong, GQ Takahashi, K Helmy, T Takaki, K Mine, T Kusakabe, S Amamiya, M Kyushu Univ Grad Sch Informat Sci & Elect Engn Kasuga Fukuoka 816 Japan

ISBN: (纸本)0769505716

With the explosion of the Internet, we are evolving a worldwide network computing environment. At this point, the surged challenge is the next evolutionary technology for the Internet-oriented applications. A KODAMA (Kyushu university Open & distributed Autonomous Multi-Agent) system is deployed for this demand. KODAMA system can interconnect disparate and distributed agents together to solve some problem whose solution is typically beyond any singular agent's capabilities the key aspects of KODAMA agents are their autonomy, collaboration, flexibility: as well as stability. To obtain all these features, appropriate scheme of collaboration among agents is clearly critical. Our new approach focuses on both raising the level of abstraction at which agents cooperate with each other, and hiding the implementation derails of communications from agents.

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Towards Ontology-Based Automated Disassembly systems

Towards Ontology-Based Automated Disassembly Systems

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36th Annual conference of the ieee Industrial-Electronics-Society (IECON)/4th ieee international conference on E-Learning in Industrial Electronics/IES Industry Forum

作者： Merdan, Munir Lepuschitz, Wilfried Meurer, thomas Vincze, Markus Vienna Univ Technol Automat & Control Inst A-1040 Vienna Austria

ISBN: (纸本)9781424452262

the disassembly of products is a key process in the treatment of Waste Electrical and Electronic Equipment. When performed efficiently, it enables the maximization of resources re-usage and a minimization of pollution. However, currently employed automation solutions are mainly custom-oriented and not quite suited to cope with the dynamic nature of the disassembly environment resulting from the wide variety of products to be disassembled as well as their general shape at their disposal (e.g., scratches and fractions). To overcome these limitations we present an ontology-based automated disassembly system that integrates distributed multi-agent based machine control as well as vision-based real-time path planning and robot automation. On the one side, the usage of ontologies in combination with intelligent agents provides the system with agility and the ability to autonomously perform soft- and hardware modifications in order to perform a particular activity (e.g., by selecting a specific tool). On the other side, the flexible semantic coupling of the ontology with the vision system supports the "understanding" of the captured image and enables an automated and robust realization of the individual disassembly operations as well as their coordination.

关键词： assembling control engineering computing distributed multiagent-based machine control intelligent agents multi-agent systems ontologies (artificial intelligence) ontology-based automated disassembly systems path planning pollution minimization production engineering computing products disassembly recycling reusage robot automation robotic assembly vision-based realtime path planning waste electrical and electronic equipment

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distributed context-aware visualization

Distributed context-aware visualization

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2011 9th ieee international conference on Pervasive computing and Communications Workshops, PERCOM Workshops 2011

作者： Sanftmann, Harald Cipriani, Nazario Weiskopf, Daniel VISUS Universität Stuttgart Germany IPVS Universität Stuttgart Germany

ISBN: (纸本)9781612849379

We present a visualization framework integrated in a context-aware system that uses a common underlying stream processing middleware for tight integration of data accessing, processing, and visualization. Context-aware systems are often realized on mobile devices that do not have the computational power to perform complex tasks. therefore, a dedicated hardware infrastructure might be required for data processing. In our case, stream processing is used, supporting parallelism on distributed and shared memory multiprocessors. We present the integration of visualization modules into a Java-based stream processing framework for context-aware systems, with focus on efficient communication and parallelization. Our approach is demonstrated for the example of a flow visualization scenario. © 2011 ieee.

关键词： Middleware

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An efficient distributed broadcasting algorithm for wireless ad hoc networks

An efficient distributed broadcasting algorithm for wireless...

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6th international conference on Parallel and distributed computing, Applications and Technologies (PDCAT 2005)

作者： Li, YM Peng, ST Chu, WM Hosei Univ Dept Comp Sci Tokyo 1848584 Japan

ISBN: (纸本)0769524052

In this paper we propose a distributed broadcasting algorithm for wireb?ss ad hoc networks. In the algorithm, an efficient strategy is used to determine the forward status of a node by just checking whether there exists a ring that contains all its neighbors. the proposed algorithm is more efficient than the existing broadcasting algorithms in the literatures. that is, the size of the forwarding nodes found by our algorithm is smaller and the running time is faster than other broadcasting. algorithms. Reducing the number of forwarding nodes will decrease the probability of transmission collision, and hence improve the packet delivery ratio. the algorithm runs in O (d(2)) time, where d is the maximum node degree. the full coverage is not guaranteed but as shown by the simulation results, the probability of full coverages can be over 99 percent when the network contains 100 or more nodes.

关键词： distributed computer systems

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distributed geographic information querying approach based on mobile agent

Distributed geographic information querying approach based o...

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4th international conference on Computer and Information Technology

作者： An, Y Guan, JH Zhao, B Wuhan Univ Sch Comp Wuhan 430079 Peoples R China

ISBN: (纸本)0769522165

GIS based on Internet as a promising research field brings new opportunities and challenges to geographic information accessing, sharing and disseminating. However, the inherent limitation of current Internet GIS architecture based on connection makes it incompetent to fulfill various requirements of GIS applications under dynamic, complicated and distributed computing environment such as the Mobile Internet. As a recently developed paradigm in distributed computing, mobile agent can especially benefit (Mobile) Internet applications on providing asynchronous task execution and more dynamics, supporting flexible and extensible cooperation, reducing communication bandwidth, enhancing real time abilities and higher degree of robustness, enabling off-line processing and disconnected operation. this paper presents a mobile agent based approach to query distributed geographic information, which can overcome the drawbacks of the traditional connection-based access method A prototype was implemented to access distributed geographic information transparently by using Aglets, which is a free mobile agent development platform developed by IBM.

关键词： Geographic information systems

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Developing a Secure distributed OSGi Cloud computing Infrastructure for Sharing Health Records

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8th international conference on Image Analysis and Recognition (ICIAR) / 2nd international conference on Autonomous and Intelligent systems (AIS)

作者： Mohammed, Sabah Servos, Daniel Fiaidhi, Jinan Lakehead Univ Dept Comp Sci Thunder Bay ON P7B 5E1 Canada

ISBN: (纸本)9783642215377;9783642215384

Cloud computing has become an emerging computing paradigm which brings new opportunities and challenges to overcome. While the cloud provides seemingly limitless scalability and an alternative to expensive data center infrastructure, it raises new issues in regards to security and privacy as processing and storage tasks are handed over to third parties. this article outlines a distributed OSGi (DOSGi) architecture for sharing electronic health records utilizing public and private clouds which overcomes some of the security issues inherent in cloud systems. this system, called HCX (Health Cloud eX-change), allows for health records and related healthcare services to be dynamically discovered and interactively used by client programs accessing services within a federated cloud. A basic prototype is presented as proof of concept along with a description of the steps and processes involved in setting up the underlying security services. Several improvements have been added to HCX including a Role-Based Single-Sign-On (RBSSO).

关键词： Cloud computing distributed OSGi Cloud Security Electronic Healthcare Records

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Parallel performance of domain decomposition method on distributed computing environment

Parallel performance of domain decomposition method on distr...

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11th international conference on Computer and Information Technology, ICCIT 2008

作者： Mukaddes, A.M.M. Uragami, Atsushi Department of Industrial and Production Engineering Shahjalal University of Science and Technology Sylhet Bangladesh Department of Intelligent Machinery and Systems Kyushu University Japan

ISBN: (纸本)9781424421367

distributed parallel computing, which uses generalpurpose workstations connected by a network as a large parallel computing resource, is one of the most promising trends in parallel computing. Over the last two decades, the growth in the use of such parallel computing environment has ensured the interest on the parallel finite element method. In this work, parallel finite element method using domain decomposition technique has been adapted to the distributed parallel environment of networked workstations and the supercomputer. Using the developed code, several model problems are solved and the parallel performances are analyzed on the network of eight Pentium IV PC cluster and GP7000F workstations. Finally, very large size of problem over 11 million DOFs has been solved using 1024 SR8000 supercomputer. ©2008 ieee.

关键词： Supercomputers

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Performance prediction model for SPMD massively parallel computing systems

Performance prediction model for SPMD massively parallel com...

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Proceedings of the 1995 ieee 14th Annual international Phoenix conference on Computers and Communications

作者： Lin, Wei-Ming Lu, Zhenhong Univ of Texas at San Antonio San Antonio United States

the development of a prediction process for estimating the performance of parallel algorithms designed for distributed memory multiprocessor systems is discussed in this paper. this effort is targeted in reducing the waste of computing as well as man power in developing efficient parallel algorithms by providing rough analysis on the execution time of the developed algorithms without actually running the user programs on the actual parallel machines. A preliminary version of this tool has been in use leading to relatively reliable prediction results.

关键词： Parallel processing systems

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eScience Meets eBusiness: Blueprint for Next Generation Grid computing

eScience Meets eBusiness: Blueprint for Next Generation Grid...

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international conference on distributed computing systems

作者： H. Hayashi Fujitsu Laboratories Limited Japan

Summary form only given. Grid computing is increasingly being viewed as the next phase of distributed computing. Built on pervasive Internet standards, grid computing enables organizations to share computing and information resources across department and organizational boundaries in a secure, highly efficient manner. Grid computing originates in eScience and its early development was driven to a large extent by the requirements of large-scale computing and efficient sharing of huge datasets. eBusiness requirements led to the adoption of emerging Web services technologies - initially developed for distributed business application integration. therefore grid computing can be applied to enterprise computing within and across organizations and pave the way for utility computing. I present major Grid computing projects for both eScience and eBusiness in Japan (including NaReGI and Business Grid) and several key Grid products and applications (including CyberGRIP and Resource Coordinator both developed by Fujitsu). the Global Grid Forum (GGF) is leading the standardization of grid computing. In particular, GGF has developed the Open Grid Services Architecture (OGSA) and is working throughout the industry to champion this "architectural blueprint" and the associated specifications that will enable the pervasive adoption of grid computing for eBusiness and eScience worldwide

关键词： Grid computing distributed computing Internet Standards organizations Pervasive computing Information resources Large scale integration Web services Standardization Computer architecture

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