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International symposium on parallel and distributed processing (IPDPS)

作者： Ping Xia P.K. Chrysanthis A. Labrinidis Department of Computer Science University of Pittsburgh Pittsburgh PA Department of Computer Science University of Pittsburgh Pittsburgh PA USA

ISBN: (纸本)9781424400546

We assume a sensor network with data-centric storage, where sensor data is stored within the sensor network and ad hoc queries are disseminated and processed inside the network. In such an environment, there are often similarities among submitted queries. Using current solutions, similar queries may have to go through the same expensive query processing steps thus wasting energy. In this paper, we propose a similarity-aware query processing scheme (SAQP) that materializes previous query results within the sensor network and utilizes these materialized results to answer future similar queries. Through simulation, we demonstrate that our SAQP scheme reduces energy consumption on queries with negligible increase in response time, and without compromising the quality of data

关键词： Query processing Intelligent networks Base stations distributed control Fires Mobile agents Temperature sensors Computer science Energy consumption Delay

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An evaluation of heuristics for SLA based parallel job scheduling

An evaluation of heuristics for SLA based parallel job sched...

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International symposium on parallel and distributed processing (IPDPS)

作者： V. Yarmolenko R. Sakellariou School of Computer Science University of Manchester Institute of Science and Technology Manchester UK

In the context of SLA based job scheduling for high performance grid computing, this paper investigates the behaviour of various scheduling heuristics to schedule SLA-bounded jobs onto a parallel computing resource. The key objective of this investigation is to evaluate the effectiveness of simple scheduling heuristics using as criteria the maximization of resource utilization (both in terms of time and SLAs serviced) and income. Our results suggest how each SLA constraint ought to be prioritized in order to improve the income

关键词： Processor scheduling Grid computing Resource management Concurrent computing Contracts Quality of service Time factors Computer science parallel processing Context-aware services

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Performance analysis of parallel programs via message-passing graph traversal 06

Performance analysis of parallel programs via message-passin...

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International symposium on parallel and distributed processing (IPDPS)

作者： M.J. Sottile V.P. Chandu D.A. Bader Los Alamos National Laboratory USA Georgia Institute of Technology USA

ISBN: (纸本)9781424400546

The ability to understand the factors contributing to parallel program performance are vital for understanding the impact of machine parameters on the performance of specific applications. We propose a methodology for analyzing the performance characteristics of parallel programs based, on message-passing traces of their execution on a set of processors. Using this methodology, we explore how perturbations in both single processor performance and the messaging layer impact the performance of the traced run. This analysis provides a quantitative description of the sensitivity of applications to a variety of performance parameters to better understand the range of systems upon which an application can be expected to perform well. These performance parameters include operating system, interference and variability in message latencies within the interconnection network layer.

关键词： Performance analysis Concurrent computing Delay distributed computing Application software Operating systems Multiprocessor interconnection networks Runtime Predictive models Extrapolation

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A new analytical method for parallel, diffusion-type load balancing 06

A new analytical method for parallel, diffusion-type load ba...

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International symposium on parallel and distributed processing (IPDPS)

作者： P. Berenbrink T. Friedetzky Zengjian Hu School of Computing Science Simon Fraser University Burnaby BC Canada Department of Computer Science Durham University Durham UK

ISBN: (纸本)9781424400546

We propose a new proof technique which can be used to analyze many parallel load balancing algorithms. The technique is designed to handle concurrent load balancing actions, which are often the main obstacle in the analysis. We demonstrate the usefulness of the approach by analyzing various natural diffusion-type protocols. Our results are similar to, or better than, previously existing ones, while our proofs are much easier. The key idea is to first sequentialize the original, concurrent load transfers, analyze this new, sequential system, and then to bound the gap between both

关键词： Load management Concurrent computing Computer science Drives Algorithm design and analysis Protocols

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parallel multiple sequence alignment with local phylogeny search by simulated annealing 06

Parallel multiple sequence alignment with local phylogeny se...

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International symposium on parallel and distributed processing (IPDPS)

作者： J. Zola D. Trystram A. Tchernykh C. Brizuela Laboratoire ID-IMAG Montbonnot Saint Martin France Computer Science Department CICESE Ensenada Baja California Mexico

ISBN: (纸本)9781424400546

The problem of multiple sequence alignment is one of the most important problems in computational biology. In this paper we present a new method that simultaneously performs multiple sequence alignment and phylogenetic tree inference for large input data sets. We describe a parallel implementation of our method that utilises simulated annealing metaheuristic to find locally optimal phylogenetic trees in reasonable time. To validate the method, we perform a set of experiments with synthetic as well as real-life data

关键词： Phylogeny Simulated annealing Sequences Computational biology Biological system modeling Computational modeling Databases Analytical models Application software Software quality

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Decentralized runtime analysis of multithreaded applications 06

Decentralized runtime analysis of multithreaded applications

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International symposium on parallel and distributed processing (IPDPS)

作者： K. Sen A. Vardhan G. Agha G. Rosu Department of Computer Science University of Illinois Urbana-Champaign USA

ISBN: (纸本)9781424400546

Violations of a number of common safety properties of multithreaded programs - such as atomicity and absence of dataraces - cannot be observed by looking at the linear execution trace. We characterize a class of such properties, called robust properties, and define a simple but expressive epistemic logic to specify them. We then develop an efficient algorithm to automatically monitor and predict violations of robust safety properties. Our algorithm is based on capturing the causal structure of a computation through a mechanism similar to vector clock updates. The algorithm automatically synthesizes decentralized monitors to evaluate the information at each thread and to detect and predict safety violations. Based on this approach, a tool named DAME has been developed and evaluated on some simple examples.

关键词： Runtime Safety Yarn Robustness Logic Interleaved codes Computerized monitoring Software testing Computer bugs distributed computing

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LogfP - a model for small messages in InfiniBand 06

LogfP - a model for small messages in InfiniBand

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International symposium on parallel and distributed processing (IPDPS)

作者： T. Hoefler T. Mehlan F. Mietke W. Rehm Department of Computer Science Chemnitz University of Technology Chemnitz Germany

ISBN: (纸本)9781424400546

Accurate models of parallel computation are often crucial to optimize parallel algorithms for their running time. In general the easier the model's use and the smaller the number of parameters and interdependencies among them, the more inaccuracies are introduced by simplification. On the other hand a too complex model is unusable. We show that it is possible to derive a relatively accurate and easy model for small message performance over the InfiniBand network. This model allows the developer to gain knowledge about the inherent parallelism of a specific InfiniBand hardware and encourages him to use this parallelism efficiently. Several well known models hide this feature and some of them even penalize the use of parallelism because the model designers were not aware of new emerging architectures like InfiniBand

关键词： parallel processing Algorithm design and analysis Programming profession Concurrent computing parallel algorithms Hardware Computer architecture Delay Computer networks Bandwidth

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Simulating and optimizing a peer-to-peer computing framework 06

Simulating and optimizing a peer-to-peer computing framework

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International symposium on parallel and distributed processing (IPDPS)

作者： J.-B. Ernst-Desmulier J. Bourgeois Minh Thanh Ngo F. Spies J. Verbeke Laboratoire d'Informatique de Franche-Comté University of Franche-Comte Montbeliard France Lawrence Livemore National Laboratory Livermore CA USA

ISBN: (纸本)9781424400546

The aim of P2P computing is to build virtual computing systems dedicated to large-scale computational problems. JXTA (JuXTApose) proposes an underlying infrastructure on which JNGI (Jerome, Neelakanth, Greg, and Ilya: first names of the creators), one of the first P2P decentralized computing frameworks is built. In order to test this framework, we have built a tool named P2PPerf which allows us to study the behavior of JNGI and to optimize it according to our simulation results.

关键词： Computational modeling Peer to peer computing Testing Grid computing Large-scale systems Computer networks distributed computing Java Scalability Robustness

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Solving generic role assignment exactly 06

Solving generic role assignment exactly

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International symposium on parallel and distributed processing (IPDPS)

作者： C. Frank K. Romer Department of Computer Science ETH Zurich Switzerland

ISBN: (纸本)9781424400546

Generic role assignment is a programming abstraction that supports the assignment of user-defined roles to sensor nodes such that certain conditions are met. Many common network configuration problems such as coverage (assign roles ON and OFF to sensor nodes such that ON nodes cover a physical area with their sensors), clustering, or in-network data aggregation can be formulated as role assignment problems. Building on our previous work in this area, we propose an extended role specification language that supports the minimization or maximization of the use of a given role. Moreover, we provide a mapping of this language to integer linear programs and implement this mapping. We show how the resulting tool can be used analyze aspects of role specifications such as feasibility and optimality

关键词： distributed algorithms Wireless sensor networks Batteries Sensor systems Computer science Specification languages Communication switching Clustering algorithms Fault detection Proposals

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More on JACE: new functionalities, new experiments 06

More on JACE: new functionalities, new experiments

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International symposium on parallel and distributed processing (IPDPS)

作者： J.M. Bahi S. Domas K. Mazouzi IUT de Belfort-Montbéliard Laboratoire D''InFormatique de l''Université de Franche-Comté Belfort France

ISBN: (纸本)9781424400546

Java is often criticized for its poor performances compared to native codes. Nevertheless, this language provides lots of interesting functionalities to easily implement scientific applications on a widely distributed architecture (i.e. grid). The context of this paper is that of iterative algorithms. In order to increase the efficiency of the code, we suggest to use a special class of algorithms called AIACs (asynchronous iterations, asynchronous computations). This paper presents new results on our works to combine Java and asynchronism within a programming/execution environment called JACE. New functionalities have been added and interesting comparisons with C/MPI and on the impact of overlap techniques are given

关键词： Java Computer architecture Resource management Grid computing Iterative algorithms parallel programming distributed computing High-speed networks Functional programming Concurrent computing

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