Facing the multicore-- Challenge II : aspects of new paradigms and technologies in parallel computing / Rainer Keller, David Kramer, Jan-Philipp Weiss (eds.).

Contributor(s): Keller, Rainer, Dr.-Ing | Kramer, David Anthony | Weiss, Jan-Philipp
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 7174.; LNCS sublibrary: Publisher: Berlin ; New York : Springer, ©2012Description: 1 online resource (x, 171 pages)Content type: text Media type: computer Carrier type: online resourceISBN: 9783642303975; 3642303978Subject(s): Parallel processing (Electronic computers) -- Congresses | Multiprocessors -- Congresses | Informatique | Multiprocessors | Parallel processing (Electronic computers) | Computer science | Software engineering | Computer software | Electronic data processing | Computer vision | Computer science -- Mathematics | Numeric Computing | Software Engineering/Programming and Operating Systems | Algorithm Analysis and Problem Complexity | Complexity | Computer Imaging, Vision, Pattern Recognition and Graphics | Computational Mathematics and Numerical Analysis | numerieke methoden | numerical methods | computertechnieken | computer techniques | computerwetenschappen | computer sciences | algoritmen | algorithms | computeranalyse | computer analysis | patroonherkenning | pattern recognition | machine vision | operating systems | computerwiskunde | computational mathematics | numerieke wiskunde | numerical mathematics | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Electronic books. | Conference papers and proceedings. | Computer software. Additional physical formats: Printed edition:: No titleDDC classification: 004/.35 LOC classification: QA76.58 | .F33 2012Online resources: Click here to access online
Contents:
Only the First Steps of the Parallel Evolution Have Been Taken Thus Far / James Reinders -- A Dynamic Load Balancing Approach with SMPSuperscalar and MPI / Marta Garcia, Julita Corbalan, Rosa Maria Badia and Jesus Labarta -- Performance and Productivity of New Programming Languages / Iris Christadler, Giovanni Erbacci and Alan D. Simpson -- Towards High-Performance Implementations of a Custom HPC Kernel Using ® Array Building Blocks / Alexander Heinecke, Michael Klemm, Hans Pabst and Dirk Pflüger -- AHDAM: An Asymmetric Homogeneous with Dynamic Allocator Manycore Chip / Charly Bechara, Nicolas Ventroux and Daniel Etiemble -- FPGA Implementation of the Robust Essential Matrix Estimation with RANSAC and the 8-Point and the 5-Point Method / Michał Fularz, Marek Kraft, Adam Schmidt and Andrzej Kasiński -- Using Free Scheduling for Programming Graphic Cards / Wlodzimierz Bielecki and Marek Palkowski -- GPU Accelerated Computation of the Longest Common Subsequence / Katsuya Kawanami and Noriyuki Fujimoto -- Experiences with High-Level Programming Directives for Porting Applications to GPUs / Oscar Hernandez, Wei Ding, Barbara Chapman, Christos Kartsaklis and Ramanan Sankaran, et al. -- A GPU Algorithm for Greedy Graph Matching / Bas O. Fagginger Auer and Rob H. Bisseling -- Hybrid Parallelization of a Large-Scale Heart Model / Dorian Krause, Mark Potse, Thomas Dickopf, Rolf Krause and Angelo Auricchio, et al. -- Efficient AMG on Heterogeneous Systems / Jiri Kraus and Malte Förster -- A GPU-Accelerated Parallel Preconditioner for the Solution of the Boltzmann Transport Equation for Semiconductors / Karl Rupp, Ansgar Jüngel and Tibor Grasser -- Parallel Smoothers for Matrix-Based Geometric Multigrid Methods on Locally Refined Meshes Using Multicore CPUs and GPUs / Vincent Heuveline, Dimitar Lukarski, Nico Trost and Jan-Philipp Weiss.
Summary: This state-of-the-art survey features topics related to the impact of multicore, manycore, and coprocessor technologies in science and for large-scale applications in an interdisciplinary environment. The papers cover issues of current research in mathematical modeling, design of parallel algorithms, aspects of microprocessor architecture, parallel programming languages, hardware-aware computing, heterogeneous platforms, manycore technologies, performance tuning, and requirements for large-scale applications. The contributions presented in this volume offer a survey on the state of the art, the concepts and perspectives for future developments. They are an outcome of an inspiring conference conceived and organized by the editors at the Karlsruhe Institute Technology (KIT) in September 2011. The twelve revised full papers presented together with two contributed papers focus on combination of new aspects of microprocessor technologies, parallel applications, numerical simulation, and software development; thus they clearly show the potential of emerging technologies in the area of multicore and manycore processors that are paving the way towards personal supercomputing and very likely towards exascale computing.
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Only the First Steps of the Parallel Evolution Have Been Taken Thus Far / James Reinders -- A Dynamic Load Balancing Approach with SMPSuperscalar and MPI / Marta Garcia, Julita Corbalan, Rosa Maria Badia and Jesus Labarta -- Performance and Productivity of New Programming Languages / Iris Christadler, Giovanni Erbacci and Alan D. Simpson -- Towards High-Performance Implementations of a Custom HPC Kernel Using ® Array Building Blocks / Alexander Heinecke, Michael Klemm, Hans Pabst and Dirk Pflüger -- AHDAM: An Asymmetric Homogeneous with Dynamic Allocator Manycore Chip / Charly Bechara, Nicolas Ventroux and Daniel Etiemble -- FPGA Implementation of the Robust Essential Matrix Estimation with RANSAC and the 8-Point and the 5-Point Method / Michał Fularz, Marek Kraft, Adam Schmidt and Andrzej Kasiński -- Using Free Scheduling for Programming Graphic Cards / Wlodzimierz Bielecki and Marek Palkowski -- GPU Accelerated Computation of the Longest Common Subsequence / Katsuya Kawanami and Noriyuki Fujimoto -- Experiences with High-Level Programming Directives for Porting Applications to GPUs / Oscar Hernandez, Wei Ding, Barbara Chapman, Christos Kartsaklis and Ramanan Sankaran, et al. -- A GPU Algorithm for Greedy Graph Matching / Bas O. Fagginger Auer and Rob H. Bisseling -- Hybrid Parallelization of a Large-Scale Heart Model / Dorian Krause, Mark Potse, Thomas Dickopf, Rolf Krause and Angelo Auricchio, et al. -- Efficient AMG on Heterogeneous Systems / Jiri Kraus and Malte Förster -- A GPU-Accelerated Parallel Preconditioner for the Solution of the Boltzmann Transport Equation for Semiconductors / Karl Rupp, Ansgar Jüngel and Tibor Grasser -- Parallel Smoothers for Matrix-Based Geometric Multigrid Methods on Locally Refined Meshes Using Multicore CPUs and GPUs / Vincent Heuveline, Dimitar Lukarski, Nico Trost and Jan-Philipp Weiss.

Includes bibliographical references and author index.

This state-of-the-art survey features topics related to the impact of multicore, manycore, and coprocessor technologies in science and for large-scale applications in an interdisciplinary environment. The papers cover issues of current research in mathematical modeling, design of parallel algorithms, aspects of microprocessor architecture, parallel programming languages, hardware-aware computing, heterogeneous platforms, manycore technologies, performance tuning, and requirements for large-scale applications. The contributions presented in this volume offer a survey on the state of the art, the concepts and perspectives for future developments. They are an outcome of an inspiring conference conceived and organized by the editors at the Karlsruhe Institute Technology (KIT) in September 2011. The twelve revised full papers presented together with two contributed papers focus on combination of new aspects of microprocessor technologies, parallel applications, numerical simulation, and software development; thus they clearly show the potential of emerging technologies in the area of multicore and manycore processors that are paving the way towards personal supercomputing and very likely towards exascale computing.

English.

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