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The Interaction Of Cache Block Size And Parallel Loop Scheduling Strategy
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Book Synopsis The Interaction of Cache Block Size and Parallel Loop Scheduling Strategy by : David J. Lilja
Download or read book The Interaction of Cache Block Size and Parallel Loop Scheduling Strategy written by David J. Lilja and published by . This book was released on 1990 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using trace-driven simulations, we compare the memory performance of different cache block sizes in a shared memory multiprocessor with a multistage interconnection network when the parallel loop iterations are scheduled on to the processors using static scheduling, dynamic scheduling, and guided self-scheduling. These results suggest that it is possible to exploit the advantages of large cache blocks in shared memory multiprocessors by blocking the loops so that several consecutive iterations are executed on one processor."
Book Synopsis The Interaction of Compilation Technology and Computer Architecture by : David J. Lilja
Download or read book The Interaction of Compilation Technology and Computer Architecture written by David J. Lilja and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: In brief summary, the following results were presented in this work: • A linear time approach was developed to find register requirements for any specified CS schedule or filled MRT. • An algorithm was developed for finding register requirements for any kernel that has a dependence graph that is acyclic and has no data reuse on machines with depth independent instruction templates. • We presented an efficient method of estimating register requirements as a function of pipeline depth. • We developed a technique for efficiently finding bounds on register require ments as a function of pipeline depth. • Presented experimental data to verify these new techniques. • discussed some interesting design points for register file size on a number of different architectures. REFERENCES [1] Robert P. Colwell, Robert P. Nix, John J O'Donnell, David B Papworth, and Paul K. Rodman. A VLIW Architecture for a Trace Scheduling Com piler. In Architectural Support for Programming Languages and Operating Systems, pages 180-192, 1982. [2] C. Eisenbeis, W. Jalby, and A. Lichnewsky. Compile-Time Optimization of Memory and Register Usage on the Cray-2. In Proceedings of the Second Workshop on Languages and Compilers, Urbana l/inois, August 1989. [3] C. Eisenbeis, William Jalby, and Alain Lichnewsky. Squeezing More CPU Performance Out of a Cray-2 by Vector Block Scheduling. In Proceedings of Supercomputing '88, pages 237-246, 1988. [4] Michael J. Flynn. Very High-Speed Computing Systems. Proceedings of the IEEE, 54:1901-1909, December 1966.
Author :Howard Jay Siegel Publisher :Institute of Electrical & Electronics Engineers(IEEE) ISBN 13 :9780818676239 Total Pages :178 pages Book Rating :4.6/5 (762 download)
Book Synopsis Proceedings of the 1996 ICPP Workshop on Challenges for Parallel Processing, August 12, 1996 by : Howard Jay Siegel
Download or read book Proceedings of the 1996 ICPP Workshop on Challenges for Parallel Processing, August 12, 1996 written by Howard Jay Siegel and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1996 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings of the August 1996 workshop are contained in four volumes: v.1, Architecture; v.2, Algorithms and Applications; v.3, Software; and the fourth volume, the proceedings of a workshop connected with the conference, Challenges for Parallel Processing . A total of 270 papers are present
Author :University of Illinois at Urbana-Champaign. Engineering Documents Center Publisher : ISBN 13 : Total Pages :160 pages Book Rating :4.U/5 (183 download)
Book Synopsis Engineering Documents Center Index by : University of Illinois at Urbana-Champaign. Engineering Documents Center
Download or read book Engineering Documents Center Index written by University of Illinois at Urbana-Champaign. Engineering Documents Center and published by . This book was released on 1993 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :University of Illinois at Urbana-Champaign. Center for Supercomputing Research and Development Publisher : ISBN 13 : Total Pages :40 pages Book Rating :4.:/5 (268 download)
Book Synopsis The Effect of Scheduling and Synchronization Overhead on Parallel Loop Performance by : University of Illinois at Urbana-Champaign. Center for Supercomputing Research and Development
Download or read book The Effect of Scheduling and Synchronization Overhead on Parallel Loop Performance written by University of Illinois at Urbana-Champaign. Center for Supercomputing Research and Development and published by . This book was released on 1991 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: "This paper examines the effect of dynamic scheduling and synchronization overhead on parallel loop performance, and the tradeoff between this overhead and load imbalance due to variance in execution times. Deterministic and stochastic models are used to develop analytic expressions for parallel loop performance, which can be used by a programmer or smart compiler in determining an optimal scheduling strategy for a given loop. Quantitative tradeoffs between static and dynamic scheduling policies, and a procedure for determining the optimal block size of chunk scheduling, are presented. Simulation results are also presented, which validate our analytic results."
Book Synopsis Programming Massively Parallel Processors by : David B. Kirk
Download or read book Programming Massively Parallel Processors written by David B. Kirk and published by Newnes. This book was released on 2012-12-31 with total page 519 pages. Available in PDF, EPUB and Kindle. Book excerpt: Programming Massively Parallel Processors: A Hands-on Approach, Second Edition, teaches students how to program massively parallel processors. It offers a detailed discussion of various techniques for constructing parallel programs. Case studies are used to demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs. This guide shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in depth. This revised edition contains more parallel programming examples, commonly-used libraries such as Thrust, and explanations of the latest tools. It also provides new coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more; increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism; and two new case studies (on MRI reconstruction and molecular visualization) that explore the latest applications of CUDA and GPUs for scientific research and high-performance computing. This book should be a valuable resource for advanced students, software engineers, programmers, and hardware engineers. - New coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more - Increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism - Two new case studies (on MRI reconstruction and molecular visualization) explore the latest applications of CUDA and GPUs for scientific research and high-performance computing
Book Synopsis Euro-Par 2000 Parallel Processing by : Arndt Bode
Download or read book Euro-Par 2000 Parallel Processing written by Arndt Bode and published by Springer. This book was released on 2003-06-26 with total page 1395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Euro-Par – the European Conference on Parallel Computing – is an international conference series dedicated to the promotion and advancement of all aspects of parallel computing. The major themes can be divided into the broad categories of hardware, software, algorithms, and applications for parallel computing. The objective of Euro-Par is to provide a forum within which to promote the dev- opment of parallel computing both as an industrial technique and an academic discipline, extending the frontier of both the state of the art and the state of the practice. This is particularlyimportant at a time when parallel computing is - dergoing strong and sustained development and experiencing real industrial take up. The main audience for and participants of Euro-Par are seen as researchers in academic departments, government laboratories, and industrial organisations. Euro-Par’s objective is to become the primarychoice of such professionals for the presentation of new results in their speci?c areas. Euro-Par is also interested in applications that demonstrate the e?ectiveness of the main Euro-Par themes. Euro-Par now has its own Internet domain with a permanent Web site where the historyof the conference series is described: http://www. euro-par. org. The Euro-Par conference series is sponsored bythe Association of Computer Machineryand the International Federation of Information Processing.
Book Synopsis Proceedings of the ... ACM SIGMETRICS Conference on Measurement and Modeling of Computer Systems by :
Download or read book Proceedings of the ... ACM SIGMETRICS Conference on Measurement and Modeling of Computer Systems written by and published by . This book was released on 1989 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis 1989 ACM SIGMETRICS and Performance '89 by :
Download or read book 1989 ACM SIGMETRICS and Performance '89 written by and published by . This book was released on 1989 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Introduction to Parallel Computing by : Ananth Grama
Download or read book Introduction to Parallel Computing written by Ananth Grama and published by Pearson Education. This book was released on 2003 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: A complete source of information on almost all aspects of parallel computing from introduction, to architectures, to programming paradigms, to algorithms, to programming standards. It covers traditional Computer Science algorithms, scientific computing algorithms and data intensive algorithms.
Book Synopsis Big Data Analytics for Cyber-Physical Systems by : Guido Dartmann
Download or read book Big Data Analytics for Cyber-Physical Systems written by Guido Dartmann and published by Elsevier. This book was released on 2019-07-15 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-physical systems (CPS) and the Internet of Things (IoT) are rapidly developing technologies that are transforming our society. The disruptive transformation of the economy and society is expected due to the data collected by these systems, rather than the technological aspects of such as networks, embedded systems, and cloud technology. However, to create value out of the data, it must be transformed into information and therefore, expertise in data analytics and machine learning is the key component of future smart systems in cities and other applications. Big Data Analytics in Cyber-Physical Systems examines sensor signal processing, IoT gateways, optimization and decision making, intelligent mobility, and implementation of machine learning algorithms in embedded systems. This book focuses on the interaction between IoT technology and the mathematical tools to evaluate the extracted data of those systems. Each chapter provides different tools and applications in order to present a broad list of data analytics and machine learning tools in multiple IoT applications. Additionally, this volume addresses the education transfer needed to incorporate these technologies into our society by examining new platforms for IoT in schools, new courses and concepts for universities and adult education on IoT and data science. Fills the gap between IoT, CPS, and mathematical modeling Numerous use cases that discuss how concepts are applied in different domains and applications Provides "best practices," "real developments", and "winning stories" to complement technical information Uniquely covers contents within the context of mathematical foundations of signal processing and machine learning in CPS and IoT
Book Synopsis Scientific and Technical Aerospace Reports by :
Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1988 with total page 1008 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Applied Science and Technology Index by :
Download or read book Applied Science and Technology Index written by and published by . This book was released on 1995 with total page 1756 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Pro TBB written by Michael Voss and published by Apress. This book was released on 2019-07-09 with total page 854 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book is a modern guide for all C++ programmers to learn Threading Building Blocks (TBB). Written by TBB and parallel programming experts, this book reflects their collective decades of experience in developing and teaching parallel programming with TBB, offering their insights in an approachable manner. Throughout the book the authors present numerous examples and best practices to help you become an effective TBB programmer and leverage the power of parallel systems. Pro TBB starts with the basics, explaining parallel algorithms and C++'s built-in standard template library for parallelism. You'll learn the key concepts of managing memory, working with data structures and how to handle typical issues with synchronization. Later chapters apply these ideas to complex systems to explain performance tradeoffs, mapping common parallel patterns, controlling threads and overhead, and extending TBB to program heterogeneous systems or system-on-chips. What You'll Learn Use Threading Building Blocks to produce code that is portable, simple, scalable, and more understandableReview best practices for parallelizing computationally intensive tasks in your applications Integrate TBB with other threading packages Create scalable, high performance data-parallel programs Work with generic programming to write efficient algorithms Who This Book Is For C++ programmers learning to run applications on multicore systems, as well as C or C++ programmers without much experience with templates. No previous experience with parallel programming or multicore processors is required.
Book Synopsis Parallel Programming in C with MPI and OpenMP by : Michael Jay Quinn
Download or read book Parallel Programming in C with MPI and OpenMP written by Michael Jay Quinn and published by McGraw-Hill Education. This book was released on 2004 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: The era of practical parallel programming has arrived, marked by the popularity of the MPI and OpenMP software standards and the emergence of commodity clusters as the hardware platform of choice for an increasing number of organizations. This exciting new book,Parallel Programming in C with MPI and OpenMPaddresses the needs of students and professionals who want to learn how to design, analyze, implement, and benchmark parallel programs in C using MPI and/or OpenMP. It introduces a rock-solid design methodology with coverage of the most important MPI functions and OpenMP directives. It also demonstrates, through a wide range of examples, how to develop parallel programs that will execute efficiently on today’s parallel platforms. If you are an instructor who has adopted the book and would like access to the additional resources, please contact your local sales rep. or Michelle Flomenhoft at: [email protected].
Book Synopsis On the Mathematics of Caching by : Mark W. Brehob
Download or read book On the Mathematics of Caching written by Mark W. Brehob and published by . This book was released on 2003 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Operating Systems and Middleware by : Max Hailperin
Download or read book Operating Systems and Middleware written by Max Hailperin and published by Max Hailperin. This book was released on 2007 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: By using this innovative text, students will obtain an understanding of how contemporary operating systems and middleware work, and why they work that way.
