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A dynamic firing speculation to speedup distributed symbolic state-space generation 06

A dynamic firing speculation to speedup distributed symbolic...

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International symposium on parallel and distributed processing (IPDPS)

作者： Ming-Ying Chung G. Ciardo Department of Computer Science and Engineering University of California Riverside CA USA

ISBN: (纸本)9781424400546

The saturation strategy for symbolic state-space generation is very effective for globally-asynchronous locally-synchronous discrete-state systems. Its inherently sequential nature, however, makes it difficult to parallelize on a NOW. An initial attempt that utilizes idle workstations to recognize event firing patterns and then speculatively compute firings conforming to these patterns is at times effective but can introduce large memory overheads. We suggest an implicit method to encode the firing history of decision diagram nodes, where patterns can be shared by nodes. By preserving the actual firing history efficiently and effectively, the speculation is more informed. Experiments show that our implicit encoding method not only reduces the memory requirements but also enables dynamic speculation schemes that further improve runtime

关键词： Workstations Encoding Peer to peer computing Pattern recognition Boolean functions History Runtime Data structures State-space methods distributed computing

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Evaluating parallel simulated evolution strategies for VLSI cell placement 06

Evaluating parallel simulated evolution strategies for VLSI ...

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International symposium on parallel and distributed processing (IPDPS)

作者： S.M. Sait M.I. Ali A.M. Zaidi Computer Engineering Department King Fahd University of Petroleum and Minerals Dhahran Saudi Arabia

ISBN: (纸本)9781424400546

Simulated evolution (SimE) is an evolutionary metaheuristic that has produced results comparable to well established stochastic heuristics such as SA, TS and GA, with shorter runtimes. However, for problems with a very large set of elements to optimize, such as in VLSI placement and routing, runtimes can still be very large and parallelization is an attractive option. Compared to other metaheuristics, parallelization of SimE has not been extensively explored. This paper presents a comprehensive set of parallelization approaches for SimE when applied to multiobjective VLSI cell placement problem. Each of these approaches are evaluated with respect to SimE characteristics and the constraints imposed by the problem instance. Conclusions drawn can be extended to parallelization of other SimE based optimization problems

关键词： Very large scale integration Runtime Computational modeling Concurrent computing Circuits Stochastic processes parallel processing Cost function Energy consumption Petroleum

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Price-based user-optimal job allocation scheme for grid systems 06

Price-based user-optimal job allocation scheme for grid syst...

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International symposium on parallel and distributed processing (IPDPS)

作者： S. Penmatsa A.T. Chronopoulos Dept. of Computer Science The University of Texas at San Antonio San Antonio Texas USA

ISBN: (纸本)9781424400546

In this paper, we propose a price-based user-optimal job allocation scheme for grid systems whose nodes are connected by a communication network. The job allocation problem is formulated as a noncooperative game among the users who try to minimize the expected cost of their own jobs. We use the concept of Nash equilibrium as the solution of our noncooperative game and derive a distributed algorithm for computing it. The prices that the grid users has to pay for using the computing resources owned by different resource owners are obtained using a pricing model based on a game theory framework. Finally, our scheme is compared with a system-optimal job allocation scheme under simulations with various system loads and configurations and conclusions are drawn

关键词： Grid computing Costs distributed computing Computer networks Processor scheduling Pricing Game theory Communication networks Computational modeling Resource management

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parallelizing post-placement timing optimization 06

Parallelizing post-placement timing optimization

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International symposium on parallel and distributed processing (IPDPS)

作者： Jiyoun Kim M.C. Papaefthymiou J.L. Neves Advanced Computer Architecture Laboratory University of Michigan Ann Arbor MI USA IBM Server Group Poughkeepsie NY USA

ISBN: (纸本)9781424400546

This paper presents an efficient modeling scheme and a partitioning heuristic for parallelizing VLSI post-placement timing optimization. Encoding the paths with timing violations into a task graph, our novel modeling scheme provides an efficient representation of the timing and spatial relations among timing optimization tasks. Our new partitioning algorithm then assigns the task graph into multiple sessions of parallel processes, so that interprocessor communication is completely eliminated during each session. This partitioning scheme is especially useful for parallelizing processes with heavily connected tasks and, therefore, high communication requirements. For circuits with 20-130 thousand cells, the partitioning heuristic achieves speedups in excess of 5times without degrading solution quality by dynamically utilizing 1-8 processors

关键词： Timing Design optimization Very large scale integration Degradation Delay Partitioning algorithms Circuits parallel processing Design automation Computer architecture

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A framework for developing distributed location based applications 06

A framework for developing distributed location based applic...

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International symposium on parallel and distributed processing (IPDPS)

作者： A. Krevl M. Ciglaric Faculty of computer and information Science University of Ljubljana Ljubljana Slovenia

ISBN: (纸本)9781424400546

Location based services and applications are buzzwords nowadays, yet they have been around for quite some time in a variety of applications. However these applications are scarce because of the high costs associated with the positioning equipment. This paper presents different options for determining location of mobile devices such as mobile phones and Pocket PCs. It describes positioning possibilities using WiFi networks, GSM networks, Bluetooth beacons and the GPS system. Furthermore, it proposes a framework for developing distributed location based applications. The paper specifies which components comprise the framework, data structures that are used for spatial data interchange and Web services that are used for communication between components. It also describes a location aware application prototype built on top of the proposed framework. It concludes that building applications on top of the proposed framework is feasible and discusses benefits and drawbacks of this approach

关键词： Costs Mobile handsets Personal communication networks GSM Bluetooth Global Positioning System Data structures Web services Prototypes Buildings

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Performance evaluation of an enhanced distributed channel access protocol under heterogeneous traffic 06

Performance evaluation of an enhanced distributed channel ac...

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International symposium on parallel and distributed processing (IPDPS)

作者： M.I. Abu-Tair Geyong Min Department of Computing School of Informatics University of Bradford Bradford UK

ISBN: (纸本)9781424400546

Recently there have been considerable interests focusing on the performance evaluation of ieee 802.11e medium access control (MAC) protocols, which were proposed for supporting quality of services (QoS) in wireless local area networks (WLANs). Different from most existing work, this study has conducted comprehensive performance evaluation and analysis of the ieee 802.11e enhanced distributed channel access (EDCA) protocol in the presence of heterogeneous network traffic including nonbursty Poisson, bursty ON/OFF, and self-similar traffic generated by wireless multimedia applications. The performance results on throughput, access delay and medium utilization have demonstrated that the protocol is able to achieve satisfying QoS differentiation for heterogeneous multimedia traffic. On the other hand the results have showed that ieee 802.11e EDCA suffering from the low medium utilization due to the overhead generated by transmission collisions and back-off processes

关键词： Access protocols Communication system traffic control Media Access Protocol Wireless application protocol Telecommunication traffic Quality of service Wireless LAN Performance analysis Throughput Delay

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parallel FPGA-based all-pairs shortest-paths in a directed graph 06

Parallel FPGA-based all-pairs shortest-paths in a directed g...

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International symposium on parallel and distributed processing (IPDPS)

作者： U. Bondhugula A. Devulapalli J. Fernando P. Wyckoff P. Sadayappan Department of Computer Science and Engineering Ohio State Uinversity Columbus OH USA Ohio Supercomputing Center Springfield OH USA Ohio Supercomputer Center Columbus OH USA

ISBN: (纸本)9781424400546

With rapid advances in VLSI technology, field programmable gate arrays (FPGAs) are receiving the attention of the parallel and high performance computing community. In this paper, we propose a highly parallel FPGA design for the Floyd-Warshall algorithm to solve the all-pairs shortest-paths problem in a directed graph. Our work is motivated by a computationally intensive bio-informatics application that employs this algorithm. The design we propose makes efficient and maximal utilization of the large amount of resources available on an FPGA to maximize parallelism in the presence of significant data dependences. Experimental results from a working FPGA implementation on the Cray XD1 show a speedup of 22 over execution on the XD1's processor.

关键词： Field programmable gate arrays Algorithm design and analysis Signal processing algorithms parallel processing Application software Bonding Supercomputers Very large scale integration High performance computing Design optimization

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Performance analysis of Java concurrent programming: a case study of video mining system 06

Performance analysis of Java concurrent programming: a case ...

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International symposium on parallel and distributed processing (IPDPS)

作者： Wenlong Li E. Li Ran Meng Tao Wang C. Dulong Intel China Research Center Intel Corporation USA

ISBN: (纸本)9781424400546

As multi/many core processors become prevalent, programming language is important in constructing efficient parallel applications. In this work, we build a multithreaded video mining application with Java, examine the thread profiling information and micro-architecture metrics to identify the factors limiting the scalability, and employ a number of ways to improve performance. Besides, we conduct some thread scheduling experiments. According to the experiments and detailed analysis, we conclude that for this video mining application: (1) Java is a good parallel language candidate for many core processors in terms of performance, scalability, and ease of programming; (2) Thread affinity mechanism is effective in improving data locality, but brings little benefit to multithreaded Java application due to its conservative memory model in JVM

关键词： Performance analysis Java Computer aided software engineering Yarn Video on demand Computer languages Application software Scalability parallel programming Event detection

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Hierarchically tiled arrays for parallelism and locality 06

Hierarchically tiled arrays for parallelism and locality

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International symposium on parallel and distributed processing (IPDPS)

作者： Jia Guo G. Bikshandi D. Hoeflinger G. Almasi B. Fraguela M.J. Garzaran D. Padua C. von Praun University of Illinois Urbana-Champaign USA IBM Thomas J. Watson Research Center Yorktown Heights USA Universidade da Coruña Spain

ISBN: (纸本)9781424400546

parallel programming is facilitated by constructs which, unlike the widely used SPMD paradigm, provide programmers with a global view of the code and data structures. These constructs could be compiler directives containing information about data and task distribution, language extensions specifically designed for parallel computation, or classes that encapsulate parallelism. In this paper, we describe a class developed at Illinois and its Matlab implementation. This class can be used to conveniently express both parallelism and locality. A C++ implementation is now underway. Its characteristics will be reported in a future paper. We have implemented most of the NAS benchmarks using our HTA Matlab extensions and found during that HTAs enable the fast prototyping of parallel algorithms and produce programs that are easy to understand and maintain

关键词： Concurrent computing parallel processing Tiles Computer languages parallel programming distributed computing parallel algorithms MATLAB Programming profession Yarn

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Automatically translating a general purpose C++ image processing library for GPUs 06

Automatically translating a general purpose C++ image proces...

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International symposium on parallel and distributed processing (IPDPS)

作者： J.L.T. Cornwall O. Beckmann P.H.J. Kelly Department of Computing Imperial College London UK

ISBN: (纸本)9781424400546

This paper presents work-in-progress towards a C++ source-to-source translator that automatically seeks parallelizable code fragments and replaces them with code for a graphics co-processor. We report on our experience with accelerating an industrial image processing library. To increase the effectiveness of our approach, we exploit some domain-specific knowledge of the library's semantics. We outline the architecture of our translator and how it uses the ROSE source-to-source transformation library to overcome complexities in the C++ language. Techniques for parallel analysis and source transformation are presented in light of their uses in GPU code generation. We conclude with results from a performance evaluation of two examples, image blending and an erosion filter, hand-translated with our parallelization techniques. We show that our approach has potential and explain some of the remaining challenges in building an effective tool

关键词： Image processing Libraries Concurrent computing Graphics Educational institutions parallel processing Application software Performance analysis Coprocessors Programming profession

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