Loop Tiling For Parallelism
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Loop Tiling For Parallelism
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Author : 3Island Press
language : en
Publisher:
Release Date : 2000-08-01
Loop Tiling For Parallelism written by 3Island Press and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-08-01 with categories.
Loop Tiling For Parallelism
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Author : Jingling Xue
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Loop Tiling For Parallelism written by Jingling Xue and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
Loop tiling, as one of the most important compiler optimizations, is beneficial for both parallel machines and uniprocessors with a memory hierarchy. This book explores the use of loop tiling for reducing communication cost and improving parallelism for distributed memory machines. The author provides mathematical foundations, investigates loop permutability in the framework of nonsingular loop transformations, discusses the necessary machineries required, and presents state-of-the-art results for finding communication- and time-minimal tiling choices. Throughout the book, theorems and algorithms are illustrated with numerous examples and diagrams. The techniques presented in Loop Tiling for Parallelism can be adapted to work for a cluster of workstations, and are also directly applicable to shared-memory machines once the machines are modeled as BSP (Bulk Synchronous Parallel) machines. Features and key topics: Detailed review of the mathematical foundations, including convex polyhedra and cones; Self-contained treatment of nonsingular loop transformations, code generation, and full loop permutability; Tiling loop nests by rectangles and parallelepipeds, including their mathematical definition, dependence analysis, legality test, and code generation; A complete suite of techniques for generating SPMD code for a tiled loop nest; Up-to-date results on tile size and shape selection for reducing communication and improving parallelism; End-of-chapter references for further reading. Researchers and practitioners involved in optimizing compilers and students in advanced computer architecture studies will find this a lucid and well-presented reference work with numerous citations to original sources.
Parallel Programming
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Author : Thomas Rauber
language : en
Publisher: Springer Nature
Release Date : 2023-04-04
Parallel Programming written by Thomas Rauber and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-04 with Computers categories.
This textbook covers the new development in processor architecture and parallel hardware. It provides detailed descriptions of parallel programming techniques that are necessary for developing efficient programs for multicore processors as well as for parallel cluster systems and supercomputers. The book is structured in three main parts, covering all areas of parallel computing: the architecture of parallel systems, parallel programming models and environments, and the implementation of efficient application algorithms. The emphasis lies on parallel programming techniques needed for different architectures. In particular, this third edition includes an extended update of the chapter on computer architecture and performance analysis taking new developments such as the aspect of energy consumption into consideration. The description of OpenMP has been extended and now also captures the task concept of OpenMP. The chapter on message-passing programming has been extended and updated to include new features of MPI such as extended reduction operations and non-blocking collective communication operations. The chapter on GPU programming also has been updated. All other chapters also have been revised carefully. The main goal of this book is to present parallel programming techniques that can be used in many situations for many application areas and to enable the reader to develop correct and efficient parallel programs. Many example programs and exercises are provided to support this goal and to show how the techniques can be applied to further applications. The book can be used as a textbook for students as well as a reference book for professionals. The material of the book has been used for courses in parallel programming at different universities for many years.
Improving Locality And Parallelism In Nested Loops
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Author : Michael Edward Wolf
language : en
Publisher:
Release Date : 1992
Improving Locality And Parallelism In Nested Loops written by Michael Edward Wolf and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with categories.
Smart Sensors And Systems
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Author : Yongpan Liu
language : en
Publisher: Springer Nature
Release Date : 2020-06-10
Smart Sensors And Systems written by Yongpan Liu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-10 with Technology & Engineering categories.
This book describes for readers technology used for effective sensing of our physical world and intelligent processing techniques for sensed information, which are essential to the success of Internet of Things (IoTs). The authors provide a multidisciplinary view of sensor technology from materials, process, circuits, and big data domains and showcase smart sensor systems in real applications including smart home, transportation, medical, environmental, agricultural, etc. Unlike earlier books on sensors, this book will provide a “global” view on smart sensors covering abstraction levels from device, circuit, systems, and algorithms. Profiles active research on smart sensors based on CMOS microelectronics; Describes applications of sensors and sensor systems in cyber physical systems, the social information infrastructure in our modern world; Includes coverage of a variety of related information technologies supporting the application of sensors; Discusses the integration of computation, networking, actuation, databases, and various sensors, in order to embed smart sensor systems into actual social systems.
Proceedings Of The Sixth Euromicro Workshop On Parallel And Distributed Processing
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Author : Euromicro Workshop on Parallel and Distributed Processing
language : en
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 1998
Proceedings Of The Sixth Euromicro Workshop On Parallel And Distributed Processing written by Euromicro Workshop on Parallel and Distributed Processing and has been published by Institute of Electrical & Electronics Engineers(IEEE) this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Computers categories.
This volume covers issues in parallel and distributed processing. Coverage includes: communications; application; caching; scheduling; distributed systems; design and verification; and real-time data organization."
Proceedings Of The 1996 International Conference On Parallel Processing August 12 16 1996
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Author : A. Reeves
language : en
Publisher:
Release Date : 1996
Proceedings Of The 1996 International Conference On Parallel Processing August 12 16 1996 written by A. Reeves and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Parallel processing (Electronic computers) categories.
Annual Acm Symposium On Parallel Algorithms And Architectures
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Author :
language : en
Publisher:
Release Date : 2001
Annual Acm Symposium On Parallel Algorithms And Architectures written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Computer algorithms categories.
Parallel And Distributed Processing And Applications
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Author :
language : en
Publisher:
Release Date : 2005
Parallel And Distributed Processing And Applications written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Electronic data processing categories.
Predicting Performance For Tiled Perfectly Nested Loops
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Author : Karin Dyveke Ho gstedt
language : en
Publisher:
Release Date : 1999
Predicting Performance For Tiled Perfectly Nested Loops written by Karin Dyveke Ho gstedt and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with categories.