Sabri Pllana, Fatos Xhafa
Programming Multicore and Many-Core Computing Systems
Herausgeber: Pllana, Sabri; Xhafa, Fatos
Sabri Pllana, Fatos Xhafa
Programming Multicore and Many-Core Computing Systems
Herausgeber: Pllana, Sabri; Xhafa, Fatos
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The pervasiveness of multi-core processors affects a large spectrum of systems from embedded and general-purpose to high-end computing systems. This book assists the programmers in mastering the efficient programming of multi-core systems, which is of paramount importance for the software-intensive industry towards a more productive product-development cycle. All programmers of modern computing systems are faced with the programming of multicore and many-core systems. This book will help readers learn the state-of-the-art methods and tools for programming such systems.
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The pervasiveness of multi-core processors affects a large spectrum of systems from embedded and general-purpose to high-end computing systems. This book assists the programmers in mastering the efficient programming of multi-core systems, which is of paramount importance for the software-intensive industry towards a more productive product-development cycle. All programmers of modern computing systems are faced with the programming of multicore and many-core systems. This book will help readers learn the state-of-the-art methods and tools for programming such systems.
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Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
Produktdetails
- Produktdetails
- Wiley Series on Parallel and Distributed Computing .1
- Verlag: Wiley & Sons
- 1. Auflage
- Seitenzahl: 528
- Erscheinungstermin: 6. Februar 2017
- Englisch
- Abmessung: 241mm x 162mm x 32mm
- Gewicht: 839g
- ISBN-13: 9780470936900
- ISBN-10: 0470936908
- Artikelnr.: 34930802
- Wiley Series on Parallel and Distributed Computing .1
- Verlag: Wiley & Sons
- 1. Auflage
- Seitenzahl: 528
- Erscheinungstermin: 6. Februar 2017
- Englisch
- Abmessung: 241mm x 162mm x 32mm
- Gewicht: 839g
- ISBN-13: 9780470936900
- ISBN-10: 0470936908
- Artikelnr.: 34930802
Sabri Pllana is an Associate Professor in the Department of Computer Science at Linnaeus University, Sweden. Before joining Linnaeus University, he worked for 12 years at the Research Group Scientific Computing, University of Vienna in Austria. His current research interests include performance-oriented software engineering and self-adaptive techniques for performance portability across various heterogeneous computing systems. He contributed to several EU-funded projects and coordinated the FP7 project PEPPHER. He has contributed as member/chair to more than 60 program committees. He holds a PhD degree (with distinction) in computer science from the Vienna University of Technology. He is a Senior Member of the IEEE, a member of the European Network of Excellence on High Performance and Embedded Architecture and Compilation (HiPEAC) and of the European ICT COST Action (IC1406) on High-Performance Modelling and Simulation for Big Data Applications, an associate member of ETP4HPC, and a member of the Euro-Par Advisory Board. Fatos Xhafa received his PhD in Computer Science in 1998 from the Technical University of Catalonia (UPC), Barcelona, Spain. Currently, he holds a permanent position of Professor Titular d'Universitat at UPC. He was a Visiting Professor at University of London (UK), 2009-2010, and Research Associate at Drexel University (USA), 2004/2005. He has widely published in international journals, conferences/workshops, book chapters, edited books and proceedings in the field. He is editor in Chief of the International Journal of Grid and Utility Computing, International Journal of Space-based and Situated Computing, Inderscience. He is Editor in Chief of the Elsevier Book Series "Intelligent Data-Centric Systems" and of Springer Lecture Notes in Data Engineering and Communication Technologies. He is a member of IEEE Communications Society, IEEE Systems, Man & Cybernetics Society and Emerging Technical Subcommittee of IoT. His research interests include parallel and distributed computing, massive data processing, collective intelligence, optimization, trustworthy computing, machine learning, etc.
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 Barthoü 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
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 Barthoü 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
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 Barthoü 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
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 Barthoü 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