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Dissertations / Theses on the topic 'Parallel Patterns'

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1

Wong, Chi-Kin. "Reusable template library for parallel patterns." [Gainesville, Fla.] : University of Florida, 2002. http://purl.fcla.edu/fcla/etd/UFE0000618.

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Lundgren, Björn, and Anders Ödlund. "Exposure of Patterns in Parallel Memory Acces." Thesis, Linköping University, Department of Electrical Engineering, 2007. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-9795.

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<p>The concept and advantages of a Parallel Memory Architecture (PMA) in computer systems have been known for long but it’s only in recent time it has become interesting to implement modular parallel memories even in handheld embedded systems. This thesis presents a method to analyse source code to expose possible parallel memory accesses. Memory access Patterns may be found, categorized and the corresponding code marked for optimization. As a result a PMA compatible with found pattern(s) and code optimization may be specified.</p>
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Kim, Eunkee. "Implementation patterns for parallel program and a case study." [Gainesville, Fla.] : University of Florida, 2002. http://purl.fcla.edu/fcla/etd/UFE0000552.

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Ortega-Arjona, J. L. "Architectural patterns for Parallel Programming : models for performance estimation." Thesis, University College London (University of London), 2007. http://discovery.ucl.ac.uk/1444499/.

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Parallel Programming relies on the coordination of computing resources, so that they simultaneously work towards a common objective. Achieving this requires extra effort from the software designer, because of the increased complexity involved. Furthermore, as Parallel Programming is considered a means to improve performance, the software designer has to consider sophisticated and cost-effective practices and techniques for performance measurement and analysis. In particular, it is of great interest to obtain performance information during design stages and before implementation, since this ena
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Andblom, Robin, and Carl Sjöberg. "A Comparison of Parallel Design Patterns for Game Development." Thesis, Malmö universitet, Fakulteten för teknik och samhälle (TS), 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:mau:diva-20691.

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-----<br>As processor performance capabilities can only be increased through the useof a multicore architecture, software needs to be developed to utilize the parallelismoffered by the additional cores. Especially game developers need toseize this opportunity to save cycles and decrease the general rendering time.One of the existing advances towards this potential has been the creation ofmultithreaded game engines that take advantage of the additional processingunits. In such engines, different branches of the game loop are parallelized.However, the specifics of the parallel design patterns us
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6

Sheeley, Sara Lynn. "Investigating patterns of parallel genetic change in repeated adaptation." Diss., University of Iowa, 2010. https://ir.uiowa.edu/etd/600.

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The phenomenon of repeated evolution runs counter to expectations about the role of contingency in adaptation. However, many examples of independently acquired similar traits show that evolution sometimes does follow the same path. Factors influencing the probability of such an event include selection, trait complexity and relatedness. Previous investigations of repeated adaptation have primarily focused on low-complexity traits subject to strong selection. Studies of systems with varying levels of trait complexity, selection, and relatedness are needed to evaluate the relative contributions o
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7

Stellwag, Philippe Antoine [Verfasser], and Wolfgang [Akademischer Betreuer] Schröder-Preikschat. "Design Patterns of Parallel Control Systems = Entwurfsmuster paralleler Steuerungssysteme / Philippe Stellwag. Betreuer: Wolfgang Schröder-Preikschat." Erlangen : Universitätsbibliothek der Universität Erlangen-Nürnberg, 2011. http://d-nb.info/1015474500/34.

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8

Hou, Kaixi. "Exploring Performance Portability for Accelerators via High-level Parallel Patterns." Diss., Virginia Tech, 2018. http://hdl.handle.net/10919/84923.

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Nowadays, parallel accelerators have become prominent and ubiquitous, e.g., multi-core CPUs, many-core GPUs (Graphics Processing Units) and Intel Xeon Phi. The performance gains from them can be as high as many orders of magnitude, attracting extensive interest from many scientific domains. However, the gains are closely followed by two main problems: (1) A complete redesign of existing codes might be required if a new parallel platform is used, leading to a nightmare for developers. (2) Parallel codes that execute efficiently on one platform might be either inefficient or even non-executable
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Valladares, Cereceda Ignacio. "GPU parallel algorithms for reporting movement behaviour patterns in spatiotemporal databases." Doctoral thesis, Universitat de Girona, 2013. http://hdl.handle.net/10803/119544.

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In this thesis we treat and solve various problems related to movement pattern detection by designing and implementing parallel algorithms using the GPU. We first propose a GPU pipeline based algorithm to report the ’Popular places’ pattern. Then, we study the problem of reporting all subtrajectory clusters of a trajectory. To measure similarity between curves we choose the Fréchet distance. Finally we solve the ’Flock pattern’. To this aim, we present two algorithms to solve two problems related with the ’Flock pattern’: finding the maximal sets of a family and intersecting two families of se
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10

Kolla, Purushotham Pothu Raju. "Parallel Garbage Collection in Solid State Drives." University of Cincinnati / OhioLINK, 2012. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1336683587.

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Mattox, Timothy Ian. "EXPLOITING SPARSENESS OF COMMUNICATION PATTERNS FOR THE DESIGN OF NETWORKS IN MASSIVELY PARALLEL SUPERCOMPUTERS." UKnowledge, 2006. http://uknowledge.uky.edu/gradschool_diss/346.

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A limited set of Processing Element (PE) pairs in a parallel computer cover the internal communications of scalable parallel programs. We take advantage of this property using the concept of Sparse Flat Neighborhood Networks (Sparse FNNs). Sparse FNNs are network designs that provide single-switch latency and full wire bandwidth for each specified PE pair, despite using relatively few network interfaces per PE and switches that have far fewer ports than there are PEs. This dissertation discusses the design problem, runtime support, and working prototype (KASY0) for Sparse FNNs. KASY0 not only
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Jurnečka, Peter. "Návrhové vzory v paralelních a distribuovaných systémech." Doctoral thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2017. http://www.nusl.cz/ntk/nusl-412579.

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This Ph.D. thesis describes proposed notation and method for working with parallel design patterns, which allowes proposing of automatic corrections to existing parallel source code with help of refactoring. In order to define the proposed notation, this work must cover areas of static code analysis, formal description of parallel design patterns and refactoring. Static code analysis is used to analyse the existing parallel source code for definition of places where you want to insert specified design pattern. Formal description of design pattern allows you to automatically apply the pattern t
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patney, vikas. "Software Engineering Best Practices for Parallel Computing Development." Thesis, Tekniska Högskolan, Högskolan i Jönköping, JTH. Forskningsmiljö Informationsteknik, 2010. http://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-23803.

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In today’s computer age, the numerical simulations are replacing the traditional laboratory experiments. Researchers around the world are using advanced computer software and multiprocessor computer technology to perform experiments, and analyse these simulation results to advance in their respective endeavours. With a wide variety of tools and technologies available, it could be a tedious and time taking task for a non-computer science researcher to choose appropriate methodologies for developing simulation software The research of this thesis addresses the use of Message Passing Interface (M
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Zielinski, Brian L. "Eukaryotic Gene Expression Patterns of Microorganisms in the Amazon River Plume Parallel the Biogeochemistry of Plume Waters." Scholar Commons, 2014. https://scholarcommons.usf.edu/etd/5610.

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Unraveling the microbiological processes that occur as water travels from a river's mouth into the ocean is critical to understanding the role of river plumes in global biogeochemical cycles. Metranscriptomics, the gene expression of a whole community of organisms, was utilized to examine six stations along the Amazon River Plume (ARP) in 2010 to test thehypothesis that there were measurable differences in gene expression for key biogeochemical genes along the ARP. This body of work focuses on methods developed to identify which genes are biogeochemically important for a particular environment
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Kordogly, Rima. "The classification patterns of bank financial ratios." Thesis, Loughborough University, 2010. https://dspace.lboro.ac.uk/2134/6815.

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Financial ratios are key units of analysis in most quantitative financial research including bankruptcy prediction, performance and efficiency analysis, mergers and acquisitions, and credit ratings, amongst others. Since hundreds of ratios can be computed using available financial data and given the substantial overlap in information provided by many of these ratios, choosing amongst ratios has been a significant issue facing practitioners and researchers. An important contribution of the present thesis is to show that ratios can be arranged into groups where each group describes a separate fi
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Kekec, Burak. "Effects Of Parallel Programming Design Patterns On The Performance Of Multi-core Processor Based Real Time Embedded Systems." Master's thesis, METU, 2010. http://etd.lib.metu.edu.tr/upload/12612101/index.pdf.

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Increasing usage of multi-core processors has led to their use in real time embedded systems (RTES). This entails high performance requirements which may not be easily met when software development follows traditional techniques long used for single processor systems. In this study, parallel programming design patterns especially developed and reported in the literature will be used to improve RTES implementations on multi-core systems. Specific performance parameters will be selected for assessment, and performance of traditionally developed software will be compared with that of software dev
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Lawrinenko, Alexander [Verfasser], Nils [Gutachter] Boysen, and Armin [Gutachter] Scholl. "Identical parallel machine scheduling problems : structural patterns, bounding techniques and solution procedures / Alexander Lawrinenko ; Gutachter: Nils Boysen, Armin Scholl." Jena : Friedrich-Schiller-Universität Jena, 2017. http://d-nb.info/1177599937/34.

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Quaglio, Pietro [Verfasser], Sonja Annemarie [Akademischer Betreuer] Grün, and Björn Michael [Akademischer Betreuer] Kampa. "Detection and statistical evaluation of spike patterns in parallel electrophysiological recordings / Pietro Quaglio ; Sonja Annemarie Grün, Björn Michael Kampa." Aachen : Universitätsbibliothek der RWTH Aachen, 2020. http://d-nb.info/1218727659/34.

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19

Dave, Devang Bhalchandra. "Patterns of Freight Flow and Design of a Less-than-Truckload Distribution Network." Diss., Georgia Institute of Technology, 2004. http://hdl.handle.net/1853/5233.

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A less-than-truckload (LTL) carrier typically delivers shipments less than 10,000 pounds (classified as LTL shipment). The size of the shipment in LTL networks provides ample opportunities for consolidation. LTL carriers have focused on hub-and-spoke based consolidation to realize economies of scale. Generally, hub-and-spoke systems work as follows: the shipment is picked up from the shipper and brought to an origin terminal, which is the entry point into the hub-and-spoke system. From the terminal, the freight is sent to the first hub, where it is sorted and consolidated with other shipments,
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Heiden, Erin Ose. "Injuries among individuals with pre-existing spinal cord injury: understanding injury patterns, burdens, and prevention." Diss., University of Iowa, 2013. https://ir.uiowa.edu/etd/1624.

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As a growing body of research has focused on the individual, social, and environmental factors that facilitate life after spinal cord injury (SCI), particular emphasis has been placed on health conditions that are modifiable and preventable. Subsequent injuries are a serious health problem for individuals with SCI. They are a direct threat to further morbidity and mortality, and are both a cause and consequence other secondary health conditions. As a first step toward understanding this public health problem, the purpose of this dissertation research was to describe the patterns, burdens, and
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Pires, Júlio Cezar Santos. "BSPMon - um sistema de monitoramento preditivo de recursos em cloud computing para aplicações Bulk Synchronous Parallel." Universidade do Vale do Rio dos Sinos, 2014. http://www.repositorio.jesuita.org.br/handle/UNISINOS/3718.

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Submitted by Maicon Juliano Schmidt (maicons) on 2015-05-29T13:32:27Z No. of bitstreams: 1 Júlio Cezar Santos Pires_.pdf: 1421846 bytes, checksum: 20f1800d942c84a72b6cb04d163cc92f (MD5)<br>Made available in DSpace on 2015-05-29T13:32:27Z (GMT). No. of bitstreams: 1 Júlio Cezar Santos Pires_.pdf: 1421846 bytes, checksum: 20f1800d942c84a72b6cb04d163cc92f (MD5) Previous issue date: 2014-04-29<br>CTIC/RNP - Centro de Pesquisa e Desenvolvimento em Tecnologias Digitais para informação e Comunicação<br>Com os constantes avanços tecnológicos, surgem novas tendências para prover uma base de servi
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Mosli, Bouksiaa Mohamed Said. "Performance variation considered helpful." Thesis, Université Paris-Saclay (ComUE), 2018. http://www.theses.fr/2018SACLL001/document.

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Comprendre les performances d'une application multi-thread est difficile. Les threads interfèrent quand ils accèdent à la même ressource, ce qui ralentit leur exécution. Malheureusement, les outils de profiling existants se focalisent sur l'identification des causes de l'interférence, et non pas sur ses effets.Le développeur ne peut donc pas conclure si l'optimisation d'une interférence identifiée par un outil de profiling peut mener à une meilleure performance. Dans cette thèse, on propose de compléter les outils existants par un outil orienté-effet capable de quantifier l'impact de l'interfé
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23

Jadrný, Miroslav. "Model workflow a jeho grafické rozhraní." Master's thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2010. http://www.nusl.cz/ntk/nusl-237094.

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Business process management is important topic in business information systems. Workflow systems are taking the top places in company information system architecture due to aspiration to make business process more and more optimized. This project is about parallel processing and implementation of business processes parallel processing in complex information systems. Content of this project is o function and object library for modeling business process in Vema, a. s. Workflow system. Important part of this project is parallel processing solution and its implementation.
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Mosli, Bouksiaa Mohamed Said. "Performance variation considered helpful." Electronic Thesis or Diss., Université Paris-Saclay (ComUE), 2018. http://www.theses.fr/2018SACLL001.

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Comprendre les performances d'une application multi-thread est difficile. Les threads interfèrent quand ils accèdent à la même ressource, ce qui ralentit leur exécution. Malheureusement, les outils de profiling existants se focalisent sur l'identification des causes de l'interférence, et non pas sur ses effets.Le développeur ne peut donc pas conclure si l'optimisation d'une interférence identifiée par un outil de profiling peut mener à une meilleure performance. Dans cette thèse, on propose de compléter les outils existants par un outil orienté-effet capable de quantifier l'impact de l'interfé
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25

Hrubý, Michal. "Využití grafického procesoru jako akcelerátoru - technologie OpenCL." Master's thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2011. http://www.nusl.cz/ntk/nusl-236932.

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This work deals with the OpenCL technology and its use for the task of object detection. The introduction is devoted to description of OpenCL fundamentals, as well as basic theory of object detection. Next chapter of the work is analysis, with design proposal which takes into consideration the possibilities of OpenCL. Further, there's description of implementation of detection application and experimental evaluation of detector's performance. The last chapter summarizes the achieved results.
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Romero, Mier y. Teran Andrés. "Real-time multi-target tracking : a study on color-texture covariance matrices and descriptor/operator switching." Phd thesis, Université Paris Sud - Paris XI, 2013. http://tel.archives-ouvertes.fr/tel-01002065.

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Visual recognition is the problem of learning visual categories from a limited set of samples and identifying new instances of those categories, the problem is often separated into two types: the specific case and the generic category case. In the specific case the objective is to identify instances of a particular object, place or person. Whereas in the generic category case we seek to recognize different instances that belong to the same conceptual class: cars, pedestrians, road signs and mugs. Specific object recognition works by matching and geometric verification. In contrast, generic obj
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Chen, Jiuqiang. "Designing scientific workflow following a structure and provenance-aware strategy." Thesis, Paris 11, 2013. http://www.theses.fr/2013PA112221/document.

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Les expériences bioinformatiques sont généralement effectuées à l'aide de workflows scientifiques dans lesquels les tâches sont enchaînées les unes aux autres pour former des structures de graphes très complexes et imbriquées. Les systèmes de workflows scientifiques ont ensuite été développés pour guider les utilisateurs dans la conception et l'exécution de workflows. Un avantage de ces systèmes par rapport aux approches traditionnelles est leur capacité à mémoriser automatiquement la provenance (ou lignage) des produits de données intermédiaires et finaux générés au cours de l'exécution du wo
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Kadlček, Filip. "Implementace obrazových klasifikátorů v FPGA." Master's thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2010. http://www.nusl.cz/ntk/nusl-237091.

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The thesis deals with image classifiers and their implementation using FPGA technology. There are discussed weak and strong classifiers in the work. As an example of strong classifiers, the AdaBoost algorithm is described. In the case of weak classifiers, basic types of feature classifiers are shown, including Haar and Gabor wavelets. The rest of work is primarily focused on LBP, LRP and LR classifiers, which are well suitable for efficient implementation in FPGAs. With these classifiers is designed pseudo-parallel architecture. Process of classifications is divided on software and hardware pa
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Tse, Kin Wing. "A parallel image processing system." Thesis, University of Liverpool, 1997. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.243204.

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King, Tony Richard. "Parallel image manipulation machine architecture." Thesis, University of Cambridge, 1987. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.257001.

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31

Antohe, Diana. "Parallel Pattern: A Familial Legacy of Care." VCU Scholars Compass, 2019. https://scholarscompass.vcu.edu/etd/5837.

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My work revolves around exploring identity of the in-between, occupying the Venn diagram middle of two cultures. As a Romanian-born, American-raised artist, I want to preserve and broadcast links to the cultures of my upbringing and birthplace. In attempts to ground and define my own “in-between” identity, I look to my parents and grandparents for cues on how they made home for themselves wherever they went, reflecting their experiences with voluntary and involuntary displacement. This text connects the research and influential family practices that shaped its companion exhibition, ranging fro
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Baravykaitė, Milda Marija. "Lygiagrečiųjų algoritmų šablonų tyrimas ir kūrimas." Doctoral thesis, Lithuanian Academic Libraries Network (LABT), 2006. http://vddb.library.lt/obj/LT-eLABa-0001:E.02~2006~D_20060710_151037-11447.

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Parallel computations are used in many areas where large computation amounts are required and/or faster response is critical. The development of parallel algorithms and parallel programming are complicated and require additional knowledge. To ease the parallel programming and algorithm parallelization many tools are developed. One class of such tools is algorithm templates. The idea of algorithm templates is to separate the problem specific and general parts of the algorithm. The general part can be implemented as a reusable module. The problem specific part of the algorithm should be implemen
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Sheen, Timothy M. "Tools for portable parallel image processing." Thesis, University of Aberdeen, 1999. http://digitool.abdn.ac.uk/R?func=search-advanced-go&find_code1=WSN&request1=AAIU112832.

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The computational demands of real-time image processing often dictate the use of techniques such as parallel processing to meet required performance. This thesis considers a range of technology which may be used to accelerate image processing operations. An occam compiler is ported to a PowerPC based parallel computer. A multiprocessor configuration tool and Run Time System is developed, allowing occam programs to be distributed over an arbitrary sized network of PowerPC microprocessors. Code optimization techniques for image processing operations are investigated, with the development of a po
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Widdowson, Roderick. "Parallel algorithms and architectures for VLSI pattern generation." Thesis, University of Edinburgh, 1987. http://hdl.handle.net/1842/11570.

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Prager, Richard William. "Parallel processing networks for automatic speech recognition." Thesis, University of Cambridge, 1987. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.238443.

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Bibby, Geoffrey Thomas. "Digital image processing using parallel processing techniques." Thesis, Liverpool John Moores University, 1991. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.304539.

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Chan, Lai-Wan. "Adaptive and invariant connectionist models for pattern recognition." Thesis, University of Cambridge, 1989. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.238206.

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Holliman, Nicolas S. "Visualising solid models : an exercise in parallel programming." Thesis, University of Leeds, 1990. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.277611.

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Goh, Eng Lim. "Parallel architectures with fast ray-tracing image synthesis." Thesis, University of Cambridge, 1990. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.335748.

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Chong, Michael Wai Hing. "Subword units and parallel processing for automatic speech recognition." Thesis, University of Cambridge, 1990. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.335663.

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Morrow, Philip. "Software development tools for parallel image processing on transputers." Thesis, Queen's University Belfast, 1993. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.359117.

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Leland, Robert. "Duplicate Detection with PMC -- A Parallel Approach to Pattern Matching." Thesis, Norwegian University of Science and Technology, Department of Computer and Information Science, 2007. http://urn.kb.se/resolve?urn=urn:nbn:no:ntnu:diva-9642.

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<p>Fuzzy duplicate detection is an integral part of data cleansing. It consists of finding a set of duplicate records, correctly identifying the original or most representative record and removing the rest. The rate of Internet usage, and data availability and collectability is increasing so we get more and more access to data. A lot of this data is collected from, and entered by humans and this causes noise in the data from typing mistakes, spelling discrepancies, varying schemas, abbreviations, and more. Because of this data cleansing and approximate duplicate detection is now more important
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Cruz, Eduardo Henrique Molina da. "Dynamic detection of the communication pattern in shared memory environments for thread mapping." reponame:Biblioteca Digital de Teses e Dissertações da UFRGS, 2012. http://hdl.handle.net/10183/49758.

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As threads de aplicações paralelas cooperam a fim de cumprir suas tarefas, dessa forma, comunicação é realizada entre elas. A latência de comunicação entre os núcleos em arquiteturas multiprocessadas diferem dependendo da hierarquia de memória e das interconexões. Com o aumento do número de núcleos por chip e número de threads por núcleo, esta diferença entre as latências de comunicação está aumentando. Portanto, é importante mapear as threads de aplicações paralelas levando em conta a comunicação entre elas. Em aplicações paralelas baseadas no paradigma de memória compartilhada, a comunicação
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Salah, Saber. "Parallel itemset mining in massively distributed environments." Thesis, Montpellier, 2016. http://www.theses.fr/2016MONTT297/document.

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Le volume des données ne cesse de croître. À tel point qu'on parle aujourd'hui de "Big Data". La principale raison se trouve dans les progrès des outils informatique qui ont offert une grande flexibilité pour produire, mais aussi pour stocker des quantités toujours plus grandes. Les méthodes d'analyse de données ont toujours été confrontées à des quantités qui mettent en difficulté les capacités de traitement, ou qui les dépassent. Pour franchir les verrous technologiques associés à ces questions d'analyse, la communauté peut se tourner vers les techniques de calcul distribué. En particulier,
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Winder, Christopher Philip. "Markovian analysis of texture : serial and parallel paradigms in low-level vision." Thesis, University of Oxford, 1991. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.315824.

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Byrne, John. "An investigation of parallel computing techniques in clinical image processing, using transputers." Thesis, University of Aberdeen, 1992. http://digitool.abdn.ac.uk/R?func=search-advanced-go&find_code1=WSN&request1=AAIU045188.

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The objective of this work is to investigate the prospects for parallel computing in image processing applications in medicine. The tasks involved in filtered back projection reconstruction and retinal image registration are implemented on a hardware system based on the Inmos Transputer, using the OCCAM language. A number of task decomposition methods are used and their advantages and disadvantages discussed. An example which uses a pipeline illustrates the sensitivity of such an approach to uneven computational load over the network of processors. Farm networks and methods which use simple bl
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Ross, Philip. "Network accessible parallel computing systems, based upon transputers, for image processing strategies." Thesis, University of Aberdeen, 1993. http://digitool.abdn.ac.uk/R?func=search-advanced-go&find_code1=WSN&request1=AAIU059635.

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Over the last decade there has been a steady increase in the size of primary data sets collected from medical imaging devices, and a correspondingly increased requirement for the computational power needed for associated image processing techniques. Although conventional processors have shown considerable advances throughout this period, they have failed to keep pace with the demands placed upon them by clinicians keen to utilise techniques such as pseudo three dimensional volume image presentation and high speed dynamic display of multiple frames of data. One solution that has the capability
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Nair, Rajesh. "On improving parallel pattern single fault propagation for synchronous sequential circuits." Thesis, This resource online, 1994. http://scholar.lib.vt.edu/theses/available/etd-06302009-040508/.

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Bayne, Ethan. "Accelerating digital forensic searching through GPGPU parallel processing techniques." Thesis, Abertay University, 2017. https://rke.abertay.ac.uk/en/studentTheses/702de12a-e10b-4daa-8baf-c2c57a501240.

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Background: String searching within a large corpus of data is a critical component of digital forensic (DF) analysis techniques such as file carving. The continuing increase in capacity of consumer storage devices requires similar improvements to the performance of string searching techniques employed by DF tools used to analyse forensic data. As string searching is a trivially-parallelisable problem, general purpose graphic processing unit (GPGPU) approaches are a natural fit. Currently, only some of the research in employing GPGPU programming has been transferred to the field of DF, of which
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50

Monteiro, Pedro Miguel Ferreira Costa. "A pattern language for parallelizing irregular algorithms." Master's thesis, Faculdade de Ciências e Tecnologia, 2009. http://hdl.handle.net/10362/3963.

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Dissertação apresentada na Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa para obtenção do grau de Mestre em Engenharia Informática<br>In irregular algorithms, data set’s dependences and distributions cannot be statically predicted. This class of algorithms tends to organize computations in terms of data locality instead of parallelizing control in multiple threads. Thus, opportunities for exploiting parallelism vary dynamically, according to how the algorithm changes data dependences. As such, effective parallelization of such algorithms requires new approaches that accoun
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