Description

Book Synopsis
* Young researchers (doctoral students and PostDocs) can use this book to learn about the related research work and use it as a reference. * Graduate students can use this book for courses related to parallel programming.

Table of Contents

LIST OF CONTRIBUTORS ix

PREFACE xv

ACKNOWLEDGEMENTS xxiii

ACRONYMS xxv

PART I FOUNDATIONS

1 Multi- and Many-Cores, Architectural Overview for Programmers 1
Lasse Natvig, Alexandru Iordan, Mujahed Eleyat, Magnus Jahre and Jorn Amundsen

2 Programming Models for MultiCore and Many-Core Computing Systems 29
Ana Lucia Varbanescu, Rob V. van Nieuwpoort, Pieter Hijma, Henri E. Bal, Rosa M. Badia and Xavier Martorell

3 Lock-free Concurrent Data Structures 59
Daniel Cederman, Anders Gidenstam, Phuong Ha, Håkan Sundell, Marina Papatriantafilou and Philippas Tsigas

4 Software Transactional Memory 81
Sandya Mannarswamy

PART II PROGRAMMING APPROACHES

5 Hybrid/Heterogeneous Programming with OMPSs and its Software/Hardware Implications 101
Eduard Ayguade, Rosa M. Badia, Pieter Bellens, Javier Bueno, Alejandro Duran, Yoav Etsion, Montse Farreras, Roger Ferrer, Jesus Labarta, Vladimir Marjanovic, Lluis Martinell, Xavier Martorell, Josep M. Perez, Judit Planas, Alex Ramirez, Xavier Teruel, Ioanna Tsalouchidou and Mateo Valero

6 Skeleton Programming for Portable Many-Core Computing 121
Christoph Kessler, Sergei Gorlatch, Johan Enmyren, Usman Dastgeer, Michel Steuwer and Philipp Kegel

7 DSL Stream Programming on Multicore Architectures 143
Pablo de Oliveira Castro, Stephane Louise and Denis Barthou´

8 Programming with Transactional Memory 165
Vincent Gramoli and Rachid Guerraoui

9 Object-Oriented Stream Programming 185
Frank Otto and Walter F. Tichy

10 Software-Based Speculative Parallelization 205
Chen Tian, Min Feng and Rajiv Gupta

11 Autonomic Distribution and Adaptation 227
Lutz Schubert, Stefan Wesner, Daniel Rubio Bonilla and Tom-maso Cucinotta

PART III PROGRAMMING FRAMEWORKS

12 PEPPHER: Performance Portability and Programmability for Heterogeneous Many-Core Architectures 243
Siegfried Benkner, Sabri Pllana, Jesper Larsson Trff, Philippas Tsigas, Andrew Richards, George Russell, Samuel Thibault, Cdric Augonnet, Raymond Namyst, Herbert Cornelius, Christoph Keler, David Moloney and Peter Sanders

13 Fastflow: High-Level and Efficient Streaming on Multicore 261
Marco Aldinucci, Marco Danelutto, Peter Kilpatrick and Massimo Torquati

14 Parallel Programming Framework for H.264/AVC Video Encoding in Multicore Systems 281
Nuno Roma, Antnio Rodrigues and Leonel Sousa

15 Parallelizing Evolutionary Algorithms on GPGPU Cards with the EASEA Platform 301
Ogier Maitre, Frederic Kruger, Deepak Sharma, Stephane Querry, Nicolas Lachiche and Pierre Collet

PART IV TESTINE, EVALUATION AN OPTIMIZATION

16 Smart Interleavings for Testing Parallel Programs 323
Eitan Farchi

17 Parallel Performance Evaluation and Optimization 343
Hazim Shafi

18 A Methodology for Optimizing Multithreaded System Scalability on Multicores 363
Neil Gunther, Shanti Subramanyam and Stefan Parvu

19 Improving Multicore System Performance through Data Compression 385
Ozcan Ozturk and Mahmut Kandemir

PART V SCHEDULING AND MANAGEMENT

20 Programming and Managing Resources on Accelerator-Enabled Clusters 407
M. Mustafa Rafique, Ali R. Butt and Dimitrios S. Nikolopoulos

21 An Approach for Efficient Execution of SPMD Applications on Multicore Clusters 431
Ronal Muresano, Dolores Rexachs and Emilio Luque

22 Operating System and Scheduling for Future Multicore and Many-Core Platforms 451
Tommaso Cucinotta, Giuseppe Lipari and Lutz Schubert

GLOSSARY 475

INDEX 481

Programming Multicore and ManyCore Computing

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    A Hardback by Sabri Pllana, Fatos Xhafa

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      Publisher: John Wiley & Sons Inc
      Publication Date: 24/03/2017
      ISBN13: 9780470936900, 978-0470936900
      ISBN10: 0470936908
      Also in:
      Computer science

      Description

      Book Synopsis
      * Young researchers (doctoral students and PostDocs) can use this book to learn about the related research work and use it as a reference. * Graduate students can use this book for courses related to parallel programming.

      Table of Contents

      LIST OF CONTRIBUTORS ix

      PREFACE xv

      ACKNOWLEDGEMENTS xxiii

      ACRONYMS xxv

      PART I FOUNDATIONS

      1 Multi- and Many-Cores, Architectural Overview for Programmers 1
      Lasse Natvig, Alexandru Iordan, Mujahed Eleyat, Magnus Jahre and Jorn Amundsen

      2 Programming Models for MultiCore and Many-Core Computing Systems 29
      Ana Lucia Varbanescu, Rob V. van Nieuwpoort, Pieter Hijma, Henri E. Bal, Rosa M. Badia and Xavier Martorell

      3 Lock-free Concurrent Data Structures 59
      Daniel Cederman, Anders Gidenstam, Phuong Ha, Håkan Sundell, Marina Papatriantafilou and Philippas Tsigas

      4 Software Transactional Memory 81
      Sandya Mannarswamy

      PART II PROGRAMMING APPROACHES

      5 Hybrid/Heterogeneous Programming with OMPSs and its Software/Hardware Implications 101
      Eduard Ayguade, Rosa M. Badia, Pieter Bellens, Javier Bueno, Alejandro Duran, Yoav Etsion, Montse Farreras, Roger Ferrer, Jesus Labarta, Vladimir Marjanovic, Lluis Martinell, Xavier Martorell, Josep M. Perez, Judit Planas, Alex Ramirez, Xavier Teruel, Ioanna Tsalouchidou and Mateo Valero

      6 Skeleton Programming for Portable Many-Core Computing 121
      Christoph Kessler, Sergei Gorlatch, Johan Enmyren, Usman Dastgeer, Michel Steuwer and Philipp Kegel

      7 DSL Stream Programming on Multicore Architectures 143
      Pablo de Oliveira Castro, Stephane Louise and Denis Barthou´

      8 Programming with Transactional Memory 165
      Vincent Gramoli and Rachid Guerraoui

      9 Object-Oriented Stream Programming 185
      Frank Otto and Walter F. Tichy

      10 Software-Based Speculative Parallelization 205
      Chen Tian, Min Feng and Rajiv Gupta

      11 Autonomic Distribution and Adaptation 227
      Lutz Schubert, Stefan Wesner, Daniel Rubio Bonilla and Tom-maso Cucinotta

      PART III PROGRAMMING FRAMEWORKS

      12 PEPPHER: Performance Portability and Programmability for Heterogeneous Many-Core Architectures 243
      Siegfried Benkner, Sabri Pllana, Jesper Larsson Trff, Philippas Tsigas, Andrew Richards, George Russell, Samuel Thibault, Cdric Augonnet, Raymond Namyst, Herbert Cornelius, Christoph Keler, David Moloney and Peter Sanders

      13 Fastflow: High-Level and Efficient Streaming on Multicore 261
      Marco Aldinucci, Marco Danelutto, Peter Kilpatrick and Massimo Torquati

      14 Parallel Programming Framework for H.264/AVC Video Encoding in Multicore Systems 281
      Nuno Roma, Antnio Rodrigues and Leonel Sousa

      15 Parallelizing Evolutionary Algorithms on GPGPU Cards with the EASEA Platform 301
      Ogier Maitre, Frederic Kruger, Deepak Sharma, Stephane Querry, Nicolas Lachiche and Pierre Collet

      PART IV TESTINE, EVALUATION AN OPTIMIZATION

      16 Smart Interleavings for Testing Parallel Programs 323
      Eitan Farchi

      17 Parallel Performance Evaluation and Optimization 343
      Hazim Shafi

      18 A Methodology for Optimizing Multithreaded System Scalability on Multicores 363
      Neil Gunther, Shanti Subramanyam and Stefan Parvu

      19 Improving Multicore System Performance through Data Compression 385
      Ozcan Ozturk and Mahmut Kandemir

      PART V SCHEDULING AND MANAGEMENT

      20 Programming and Managing Resources on Accelerator-Enabled Clusters 407
      M. Mustafa Rafique, Ali R. Butt and Dimitrios S. Nikolopoulos

      21 An Approach for Efficient Execution of SPMD Applications on Multicore Clusters 431
      Ronal Muresano, Dolores Rexachs and Emilio Luque

      22 Operating System and Scheduling for Future Multicore and Many-Core Platforms 451
      Tommaso Cucinotta, Giuseppe Lipari and Lutz Schubert

      GLOSSARY 475

      INDEX 481

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