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parallel HAVEGE

Parallel HAVEGE

引用

8th international conference, PPAM 2009

作者： Suciu, Alin Carean, Tudor Seznec, Andre Marton, Kinga Tech Univ Cluj Napoca Cluj Napoca Romania INRIA IRISA Rennes France

ISBN: (纸本)9783642144028

the HAVEGE algorithm [1] [2] generates unpredictable random numbers by gathering entropy from internal processor states that are inheritably volatile and impossible to tamper with in a controlled fashion by any application running on the target system the method used to gather the entropy implies that its main loop will almost monopolize the CPU, the output depends on the operating system and other running applications, as well as some internal mechanisms that stn the processor states to generate an enormous amount of entropy the algorithm was designed with the idea of single-core CPUs in mind, and no parallelization, however the recent market explosion of multi-core CPUs and the lack of results in increasing the CPU frequency justifies the need to research a multithreaded parallel version of HAVEGE, capable of running the same algorithm loop on each core independently and transparently combine the results in one single output bitstream this paper will demonstrate how such a parallelization is possible and benchmark the output speed of its implementation

关键词： random number generator HAVEGE parallel implementation

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PGP-mc: Towards a Multicore parallel Approach for Mining Gradual Patterns

PGP-mc: Towards a Multicore Parallel Approach for Mining Gra...

引用

15th international conference on Database Systems for Advanced Applications

作者： Laurent, Anne Negrevergne, Benjamin Sicard, Nicolas Termier, Alexandre UM2 LIRMM CNRS UMR 5506 161 Rue Ada F-34392 Montpellier 5 France UJF LIG CNRS UMR 5217 F-38402 St Martin Dheres France LRIE EFREI F-94800 Villejuif France

ISBN: (纸本)9783642120251

Gradual patterns highlight complex order correlations of the form "the more/less X. the more/less Y". Only recently algorithms have appeared to mine efficiently gradual rules. However, due to the complexity of milling gradual rules, these algorithms cannot yet scale on huge real world datasets. hi this paper, we propose to exploit parallelism in order to enhance the performances of the fastest existing one (GRITE). through a detailed experimental study, we show that our parallel algorithm scales very well with the number of cores available.

关键词： Artificial intelligence

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L systems as bio-MAS for natural language processing 8th

引用

8th international conference on Practical Applications of Agents and Multiagent Systems, PAAMS 2010

作者： Becerra-Bonache, Leonor Bensch, Suna Jiménez-López, M. Dolores Research Group on Mathematical Linguistics Universitat Rovira i Virgili Tarragona43002 Spain Institutionen för Datenvetenskap Umeå Universitet Umeå90187 Sweden

ISBN: (纸本)9783642124327

In this paper, we claim that Lindenmayer systems (L systems) –more precisely, ET0L systems– can be considered as bio-inspired multi-agent systems that, because of its inherent features, can be usefully applied to the field of natural language processing (NLP). L systems are a biologically inspired branch of the field of formal languages that provide a parallel and non-sequential grammatical formalism and that can be expressed as a multi-agent system. Taking into account these features and the benefits of the multi-agent approach to NLP, we propose to apply L systems to the description, analysis and processing of natural languages. © Springer-Verlag Berlin Heidelberg 2010.

关键词： Multi agent systems

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Simulations of the Electrical Activity in the Heart with Graphic processing Units

Simulations of the Electrical Activity in the Heart with Gra...

引用

8th international conference on parallel processing and Applied Mathematics

作者： Rocha, Bernardo M. Campos, Fernando O. Plank, Gernot dos Santos, Rodrigo W. Liebmann, Manfred Haase, Gundolf Med Univ Graz Inst Biophys Harrachgasse 21 A-8010 Graz Austria Med Univ Graz Inst Physiol A-8010 Graz Austria Univ Fed Juiz de Fora Dept Comp Sci BR-36036330 Juiz de Fora Brazil Karl Franzens Univ Graz Inst Math & Sci Comp A-8010 Graz Austria Univ Fed Juiz de Fora Master Program Computat Modeling BR-36036 Juiz de Fora Brazil

ISBN: (纸本)9783642143892

the modeling of the electrical activity of the heart is of great medical and scientific interest, because it provides a way to get a better understanding of the related biophysical phenomena, allows the development of new techniques for diagnoses and serves as a platform for drug tests. the cardiac electrophysiology may be simulated by solving a partial differential equation (PDE) coupled to a system of ordinary differential equations (ODEs) describing the electrical behavior of the cell membrane. the numerical solution is, however, computationally demanding because of the fine temporal and spatial sampling required. the demand for real time high definition 3D graphics made the new graphic processing units (GPUs) a highly parallel, multithreaded, many-core processor with tremendous computational horsepower. It makes the use of GPUs a promising alternative to simulate the electrical activity in the heart. the aim of this work is to study the performance of the use of GPUs to solve the equations underlying the electrical activity in a simple cardiac tissue.

关键词： Cardiac Electrophysiology Computer Simulations High Performance Computing Graphic processing Units

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Leveraging Complex Event processing for Grid Monitoring

Leveraging Complex Event Processing for Grid Monitoring

引用

8th international conference, PPAM 2009

作者： Balis, Bartosz Kowalewski, Bartosz Bubak, Marian Institute of Computer Science AGH Poland Academic Computer Centre CYFRONET Poland

ISBN: (纸本)9783642144028

Currently existing monitoring services for Grid infrastructures typically collect information from local agents and store it as data sets in global repositories However, for some scenarios querying real-time streams of monitoring information would be extremely useful In this paper, we evaluate Complex Event processing technologies applied to real-time Grid monitoring. We present a monitoring system which uses CEP technologies to expose monitoring information as queryable data streams We study an example use case - monitoring for job rescheduling We also employ CEP technologies for data reduction, measure the overhead of monitoring, and conclude that teal-tune Grid monitoring is possible without excessive intrusiveness for resources and network

关键词： Grid computing real-time monitoring event-driven architecture complex event processing event correrelation

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DATA ANALYSIS IN parallel WIth GIS SYSTEMS

DATA ANALYSIS IN PARALLEL WITH GIS SYSTEMS

引用

8th international Pipeline conference (IPC 2010)

作者： Polasik, Steven J. LeMesurier, Michelle Alfano, Tony Delanty, Burke Bubenik, Tom DNV Columbus Inc Dublin OH USA

ISBN: (纸本)9780791844205

the processing and integration of data for direct assessment (DA) and in-line inspection (ILI) comparisons is critical to making sound integrity-based decisions. While geographic information systems (GIS) are now commonly used to model pipeline systems, most day-to-day data processing and integration occurs outside of the GIS, for example in Microsoft Excel(TM). As such, Det Norske Veritas (DNV) developed a data integration tool within Excel(TM) as part of a large scale stress corrosion cracking direct assessment (SCCDA) program for a major pipeline operator. Linear based data provided by the client (e.g., in-line inspections, girth welds, previous excavations, close interval survey, coating, grade and wall thickness, pressure history, road and water crossings, risk assessments, landowner information, etc.) is processed, analyzed and incorporated into the overlay. this tool provides the ability to integrate any linear based data in a graphical representation of the pipeline along continuous and parallel chainage. the overlay allows for identifying similar locations using criteria that are difficult to program into an algorithm and helps engineers to relate complex factors during the decision making process. the overlay also provides the ability to easily extract data relevant to sites selected for assessment along the pipeline. the data integration tool has already found many applications beyond SCCDA since it provides a robust process to integrate and analyze data in parallel with GIS systems. the overlay provides engineers with a method to make decisions without learning complex GIS programs and has the added ability to feed the results back into GIS systems. Such decision making processes and applications include direct assessment programs, cathodic protection enhancements, risk reduction programs, in-line inspection comparisons, and maintenance activities.

关键词： Decision making

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Evaluation of parallel H.264 decoding strategies for the cell broadband engine 10

Evaluation of parallel H.264 decoding strategies for the cel...

引用

24th ACM international conference on Supercomputing, ICS'10

作者： Chi, Chi Ching Juurlink, Ben Meenderinck, Cor Technische Universität Berlin Franklinstrasse 28/29 10587 Berlin Germany Delft University of Technology Mekelweg 4 Delft Netherlands

ISBN: (纸本)9781450300186

How to develop efficient and scalable parallel applications is the key challenge for emerging many-core architectures. We investigate this question by implementing and comparing two parallel H.264 decoders on the Cell architecture. It is expected that future many-cores will use a Cell-like local store memory hierarchy, rather than a non-scalable shared memory. the two implemented parallel algorithms, the Task Pool (TP) and the novel Ring-Line (RL) approach, both exploit macroblock-level parallelism. the TP implementation follows the master-slave paradigm and is very dynamic so that in theory perfect load balancing can be achieved. the RL approach is distributed and more predictable in the sense that the mapping of macroblocks to processing elements is fixed. this allows to better exploit data locality, to overlap communication with computation, and to reduce communication and synchronization overhead. While TP is more scalable in theory, the actual scalability favors RL. Using 16 SPEs, RL obtains a scalability of 12x, while TP achieves only 10.3x. More importantly, the absolute performance of RL is much higher. Using 16 SPEs, RL achieves a throughput of 139.6 frames per second (fps) while TP achieves only 76.6 fps. A large part of the additional performance advantage is due to hiding the memory latency. From the results we conclude that in order to fully leverage the performance of future many-cores, a centralized master should be avoided and the mapping of tasks to cores should be predictable in order to be able to hide the memory latency. © 2010 ACM.

关键词： Cells

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parallel Extreme Ray and Pathway Computation

Parallel Extreme Ray and Pathway Computation

引用

8th international conference, PPAM 2009

作者： Terzer, Marco Stelling, Jorg ETH CH-8092 Zurich Switzerland

ISBN: (纸本)9783642144028

Pathway analysis is a powerful tool to study metabolic reaction networks under steady state conditions An Elementary pathway constitutes a minimal set of reactions that can operate at steady state such that each reaction also proceeds in the appropriate direction In mathematical terms, elementary pathways are the extreme rays of a polyhedral cone-the solution set of homogeneous equality and inequality constraints Enumerating all extreme rays-given the constraints-is difficult especially if the problem is degenerate and high dimensional We present and compare two approaches for the parallel enumeration of extreme rays, both based on the double description method this iterative algorithm has proven efficient especially for degenerate problems, but is difficult to parallelize due to its sequential operation the first approach parallelizes single iteration steps individually in the second approach, we introduce a born/die matrix to store intermediary results, allowing for parallelization across several iteration steps We test our multi-core implementations on a 16 core machine using large examples from combinatories and biology

关键词： Extreme ray enumeration metabolic pathway analysis elementary modes double description method born/die algorithm

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Complex geometric primitive extraction on graphics processing unit

Complex geometric primitive extraction on graphics processin...

引用

18th international conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010

作者： Deǧirmenci, Mert Department of Computer Engineering Middle East Technical University Turkey

ISBN: (纸本)9788086943886

Extracting complex geometric primitives from 2-D imagery is a long-standing problem that researchers have had to deal with. Various approaches were tried from Hough transform based methods to stochastic algorithms. However, serial implementations lack sufficient scalability on high resolution imagery. As sequential computing power cannot pace up with the increase in size of datasets, researchers are compelled to exploit parallel computational resources and algorithms. In this study, we have merged parallelization capability of GPUs with inherent parallelism on genetic algorithms to cope with the problem of detecting complex geometric primitives on high resolution imagery. We have implemented ellipse detection on commodity graphics processing unit and showed that our GPU implementation achieve high speed-up relative to state of the art CPU by experimental results.

关键词： Graphics processing unit

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Proceedings - IEEE/IFIP international conference on Embedded and Ubiquitous Computing, EUC 2010

Proceedings - IEEE/IFIP International Conference on Embedded...

引用

IEEE/IFIP 8th international conference on Embedded and Ubiquitous Computing, EUC 2010

ISBN: (纸本)9780769543222

the proceedings contain 125 papers. the topics discussed include: schedule swapping: a technique for temperature management of distributed embedded systems;user-level network protocol stacks for automotive infotainment systems;replay debugging for multi-threaded embedded software;optimizing runtime reconfiguration decisions;architectural support for reducing parallel processing overhead in an embedded multiprocessor;trading conditional execution for more registers on ARM processors;co-simulation of self-adaptive automotive embedded systems;empirical evaluation of content-based pub/sub systems over cloud infrastructure;a reflective service gateway for integrating evolvable sensor-actuator networks with pervasive infrastructure;handling mobility on a QoS-aware service-based framework for mobile systems;trust measurement methods in organic computing systems by direct observation;and rule-based approach for context inconsistency management scheme in ubiquitous computing.

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