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distributed Shared Memory for the Cell Broadband Engine (DSMCBE)

Distributed Shared Memory for the Cell Broadband Engine (DSM...

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8th International symposium on parallel and distributed Computing

作者： Larsen, Morten N. Skovhede, Kenneth Vinter, Brian Univ Copenhagen eScience Ctr DK-2100 Copenhagen Denmark

ISBN: (纸本)9780769536804

the CELL-BE processor provides high performance and has been shown to reach a performance close to the theoretical peak, however the high performance comes at the price of a quite complex programming model. Central to the complexity of the CELL-BE programming model is the need to move data in and out of non-coherent local storage blocks for each special processor element. In this paper we present a software library, namely the distributed Shared Memory for the Cell Broadband Engine (DSMCBE). By using techniques known from distributed shared memory DSMCBE allows programmers to program the CELL-BE with relative ease and in addition scale their applications to use multiple CELL-BE processors in a network. Performance experiments show that a quite high performance can be obtained with DSMCBE even in a cluster environment.

关键词： Application programs

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Monitoring of Complex Applications Execution in distributed Dependable Systems

Monitoring of Complex Applications Execution in Distributed ...

引用

8th International symposium on parallel and distributed Computing

作者： Pop, Florin Costan, Alexandru Dobre, Ciprian Stratan, Corina Cristea, Valentin Univ Politehn Bucuresti Fac Automat Control & Comp Sci Bucharest Romania

ISBN: (纸本)9780769536804

the execution of applications in dependable system requires a high level of instrumentation for automatic control. We present in this paper a monitoring solution for complex application execution. the monitoring solution is dynamic, offering real-time information about systems and applications. the complex applications are described using workflows. We show that the management process for application execution is improved using monitoring information. the environment is represented by distributed dependable systems that offer a flexible support for complex application execution. Our experimental results highlight the performance of the proposed monitoring tool, the MonALISA framework.

关键词： Monitoring Workflow Management DAG Scheduling Dependable System

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parallel Position Weight Matrices Algorithms

Parallel Position Weight Matrices Algorithms

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8th International symposium on parallel and distributed Computing

作者： Giraud, Mathieu Varre, Jean-Stephane Univ Lille 1 INRIA Lille Nord Europe CNRS LIFLUMR 8022 Lille France

ISBN: (纸本)9780769536804

Position Weight Matrices (PWMs) are broadly used in computational biology. the basic problem, SCAN, aims to find the occurrences of a given PWM in large sequences. Some other PWM tasks share a common NP-hard subproblem, SCOREDISTRIBUTION. the existing algorithms rely on the enumeration on a large set of scores or words, anti they are mostly not suitable for parallelization. We propose a new algorithm, BUCKETSCOREDISTRIBUTION, that is both very efficient and suitable for parallelization. We bound the error induced by this algorithm. We realized a GP U prototype for SCAN and BUCKETSCOREDISTRIBUTION with the CUDA libraries, and report for the different problems speedups of 21 x and 77 x on a Nvidia GTX 280.

关键词： Pulse width modulation

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A fully distributed clustering algorithm based on random walks

A fully distributed clustering algorithm based on random wal...

引用

8th International symposium on parallel and distributed Computing

作者： Bui, Alain Kudireti, Abdurusul Sohier, Devan UVSQ CNRS PRiSM UMR 8144 Versailles France URCA CReSTIC Sys Com Reims France

ISBN: (纸本)9780769536804

In this paper, we present a fully distributed clustering algorithm based on random walks that works on arbitrary topologies. A cluster is composed of a set of nodes called the core that coordinates the clustering process, and of non-core nodes called ordinary nodes. A core is built through a random walk based procedure. Its neighboring nodes that do not belong to any cluster are recruited by the core as ordinary nodes into its cluster the correctness and termination of our algorithm are proven. We also prove that when two clusters are adjacent, at least one of them has a complete core (i.e. a core with the maximum size allowed by the user). Our algorithm is not deterministic, which allows a better load balancing, since the core nodes are not determined by their ids and/or location.

关键词： Clustering distributed algorithms random walks

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Improving the Separation of parallel Code in Skeletal Systems

Improving the Separation of Parallel Code in Skeletal System...

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8th International symposium on parallel and distributed Computing

作者： Neves, Diogo Telmo Sobral, Joao Luis Univ Minho Dept Informat P-4719 Braga Portugal

ISBN: (纸本)9780769536804

this paper describes how to improve separation between domain-specific code and parallel code in skeletal systems. Traditionally, the code used to exploit parallelism is tangled among domain-specific code, which leads, to problems such as: poor maintainability, lower flexibility, and weak scalability. In this paper we introduce the design of the YaSkel framework, which is a support tool to write parallel programs. We argue that the design of YaSkel framework allows more freedom to change the parallelization strategy when compared with traditional skeleton frameworks. To change the parallelization strategy we rely on DI - Dependency Injection - to inject a reference of a specific skeleton in latter development stages. We also show that AOP Aspect Oriented Programming - could be used to minimize the impact of applying skeleton based approaches to legacy code.

关键词： Aspect oriented programming

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distributed Causal Model-based Diagnosis based on Interacting Behavioral Petri Nets

Distributed Causal Model-based Diagnosis based on Interactin...

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8th International symposium on parallel and distributed Computing

作者： Bennoui, Hammadi Chaoui, Allaoua Barkaoui, Kamel Univ Biskra Dept Comp Sci Biskra 07000 Algeria Univ Constantine Dept Comp Sci Constantine 25000 Algeria Conservatoire Natl Arts & Metiers F-75141 Paris 03 France

ISBN: (纸本)9780769536804

this paper deals with the problem of causal model-based diagnosis of distributed systems. the setting we consider is a collection of interacting behavioral Petri nets (BPNs). Each BPN model represents the causal behavioral model of one subsystem and its interactions with neighboring subsystems. Interactions among subsystems are modeled by tokens that pass from one model to another via common places. Diagnosis reasoning scheme exploits, in a first step a backward reachability analysis on each net model to obtain local diagnoses;and in a second step, it exploits a forward reachability analysis for ensuring that local diagnoses are consistent and form global ones.

关键词： Petri nets

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Using a RESTful messaging and registry system to support a range a distributed applications

Using a RESTful messaging and registry system to support a r...

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8th International symposium on parallel and distributed Computing

作者： Baker, Mark Smith, Garry Grove, Matthew Lakhoo, Rahim Mills, Hugo Albing, Carl Univ Reading Sch Syst Engn Reading Berks England

ISBN: (纸本)9780769536804

Tycho was conceived in 2003 in response to a need by the GridRM [1] resource-monitoring project for a "light-weight", scalable and easy to use wide-area distributed registry and messaging system. Since Tycho's first release in 2006 a number of modifications have been made to the system to make it easier to use and more flexible. Since its inception, Tycho has been utilised across a number of application domains including wide-area resource monitoring, distributed queries across archival databases, providing services for the nodes of a Cray supercomputer, and as a system for transferring multi-terabyte scientific datasets across the Internet. this paper provides an overview of the initial Tycho system, describes a number of applications that utilise Tycho, discusses a number of new utilities, and how the Tycho infrastructure has evolved in response to experience of building applications with it.

关键词： RESTful HTTP PUT/GET Transactions Web 2.0

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A Dependable Multi-Agent System with Self-Diagnostic Function

A Dependable Multi-Agent System with Self-Diagnostic Functio...

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8th International symposium on parallel and distributed Computing

作者： Matsumoto, Keinosuke Maruo, Tomoaki Tanimoto, Akifumi Osaka Prefecture Univ Grad Sch Engn Dept Comp Sci & Intelligent Syst Osaka Japan

ISBN: (纸本)9780769536804

this paper proposes a self-diagnosable multi-agent system. A self-diagnosable algorithm has been proposed for multi-agent systems. this conventional algorithm makes every agent diagnose all other agents, but it has a problem that the more agents are included in a system, the more communications traffic increases. To solve the problem, this paper proposes a framework of multi-agent system that divides and deals with in parallel domains for mutual diagnosis to mitigate the communications between agents. Our approach introduces middle agents that do not interaction with basic client agents and we have developed a dynamic highly structured system that dynamically reconstitutes system configuration. the proposed method has been applied to a multi-agent system that forms a circle autonomously. Numerical experiments show that the proposed method needs much less communications than the conventional one.

关键词： multi-agent systems fault diagnosis load distribution autonomous distributed systems

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Recent Developments and Future Directions in parallel processing of Remotely Sensed Hyperspectral Images

Recent Developments and Future Directions in Parallel Proces...

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6th International symposium on Image and Signal processing and Analysis (ISPA 2009)

作者： Plaza, Antonio J. Univ Extremadura Dept Technol Comp & Commun Escuela Politecn Caceres E-10071 Caceres Spain

ISBN: (纸本)9781424456499

Remotely sensed hyperspectral imaging is a technique that generates hundreds of spectral bands at different wavelength channels for the same area on the surface of the Earth. Computationally effective processing of these image cubes can be greatly beneficial in many application domains, including environmental modeling, risk/hazard prevention and response, or defense/security. With the aim of providing an overview of recent developments and new trends in the design of parallel and distributed systems for hyperspectral image analysis, this paper discusses and inter-compares four different strategies for efficiently implementing a standard hyperspectral image processing chain: 1) commodity Beowulf-type clusters, 2) heterogeneous networks of workstations, 3) field programmable gate arrays (FPGAs), and 4) graphics processing units (GPUs). Combined, these parts deliver a snapshot of the state-of-the-art in those areas, and a thoughtful perspective on the potential and emerging challenges of adapting high performance computing systems to remote sensing problems.

关键词： Heterogeneous networks

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Admission Control for distributed Complex Responsive Systems

Admission Control for Distributed Complex Responsive Systems

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8th International symposium on parallel and distributed Computing

作者： Garces-Erice, Luis IBM Corp Zurich Res Lab CH-8803 Ruschlikon Switzerland

ISBN: (纸本)9780769536804

the software in modern systems has become too complex to make accurate predictions about their performance under different configurations. Real-time or even responsiveness requirements cannot be met because it is not possible to perform admission control for new or changing tasks if we cannot tell how their execution affects the other tasks already running. Previously, we proposed a resource-allocation middleware that manages the execution of tasks in a complex distributed system with real-time requirements. the middleware behavior can be modeled depending on the configuration of the tasks running, so that the performance of any given configuration can be calculated. this makes it possible to have admission control in such a system, but the model requires knowledge of run-time parameters. We propose the utilization of machine-learning algorithms to obtain the model parameters, and be able to predict the system performance under any configuration, so that we can provide a full admission control mechanism for complex software systems.

关键词： Middleware

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