Springer, 2016. — 269 p. — ISBN: 1489977953. This book precisely formulates and simplifies the presentation of Instruction Level Parallelism (ILP) compilation techniques. It uniquely offers consistent and uniform descriptions of the code transformations involved. Due to the ubiquitous nature of ILP in virtually every processor built today, from general purpose CPUs to...
Academic Press, 1985. — 234 p. Parallelism is a fairly common concept in everyday life. We all tend to think intuitively that two equally skilled people working concurrently can finish a j o b in half the amount of time required by one person. This is true of many (but not all) human activities. Harvesting, mail distribution, and assembly-line work in factories are all...
Prentice Hall, 1993. — 219 p. This book reviews contributions made to the field of parallel computational geometry since its inception about a decade ago. Parallel algorithms are presented for each problem, or family of problems, in computational geometry. The models of parallel computation used to develop these algorithms cover a very wide range, and include the parallel...
Prentice Hall, 1993. — 220 p. This book reviews contributions made to the field of parallel computational geometry since its inception about a decade ago. Parallel algorithms are presented for each problem, or family of problems, in computational geometry. The models of parallel computation used to develop these algorithms cover a very wide range, and include the parallel...
Morgan Kaufmann, 2016. — 540 p. — ISBN: 9780128037614, EISBN: 9780128038208 Shared Memory Application Programming presents the key concepts and applications of parallel programming, in an accessible and engaging style applicable to developers across many domains. Multithreaded programming is today a core technology, at the basis of all software development projects in any...
Chapman & Hall/CRC, 2009. — 440 p. This book brings together the state of the art in research on applications of process algebras to parallel and distributed processing. Process algebras constitute a successful field of computer science. This field has existed for some 30 years and stands nowadays for an extensive body of theory of which much has been deeply absorbed by the...
New York: The Institution of Engineering and Technology, 2019. — 600 p. — ISBN: 978-1-78561-582-5. Computing is moving away from a focus on performance-centric serial computation, and instead towards energy-efficient parallel computation. This has the potential to lead to continued performance increases without increasing clock frequencies and overcoming the thermal and power...
Singapore: World Scientific Publishing Company, 2022. — 399 p. This book is an introduction to the field of parallel algorithms and the underpinning techniques to realize parallelization. The emphasis is on designing algorithms within the timeless and abstract context of a high-level programming language. The focus of the presentation is on practical applications of the...
Oxford: North Oxford Academic Publishing Company Limited, 1985. — 110 p. - ISBN: 0-946536-20-1. Language: English. The use of modular and parallel programming languages, and the development of distributed architectures is having a profound influence on computer programming and systems design; hardware and performance can now conspire to produce much higher operating speeds than...
Morgan Kaufmann, 2015. — 548 p. — ISBN: 978-0-12-800729-7. Systems Programming: Designing and Developing Distributed Applications explains how the development of distributed applications depends on a foundational understanding of the relationship among operating systems, networking, distributed systems, and programming. Uniquely organized around four viewpoints (process,...
Cambridge University Press, 2009. — 424 p. — ISBN10: 0521125499. Scheduling, vehicle routing and timetabling are all examples of constraint problems, and methods to solve them rely on the idea of constraint propagation and search. With the insertion of constraint techniques into programming environments, new developments have accelerated the solution process: constraint...
New York: Springer, 2018. — 258 p. This guide provides a comprehensive overview of High Performance Computing (HPC) to equip students with a full skill set including cluster setup, network selection, and a background of supercomputing competitions. It covers the system, architecture, evaluating approaches, and other practical supercomputing techniques. As the world’s largest...
Chapman and Hall/CRC, 2016. — 236 p. — (Chapman & Hall/CRC Computational Science). — ISBN10: 1498727891. — ISBN13: 978-1498727891. Designed for introductory parallel computing courses at the advanced undergraduate or beginning graduate level, Elements of Parallel Computing presents the fundamental concepts of parallel computing not from the point of view of hardware, but from a...
Chapman and Hall/CRC, 2016. — 323 p. — (Chapman & Hall/CRC Computational Science). — ISBN10: 1498727891. — ISBN13: 978-1498727891. Designed for introductory parallel computing courses at the advanced undergraduate or beginning graduate level, Elements of Parallel Computing presents the fundamental concepts of parallel computing not from the point of view of hardware, but from a...
Chapman and Hall/CRC, 2016. — 270 p. — (Chapman & Hall/CRC Computational Science). — ISBN10: 1498727891. — ISBN13: 978-1498727891. Designed for introductory parallel computing courses at the advanced undergraduate or beginning graduate level, Elements of Parallel Computing presents the fundamental concepts of parallel computing not from the point of view of hardware, but from a...
Chapman and Hall/CRC, 2016. — 308 p. — (Chapman & Hall/CRC Computational Science). — ISBN10: 1498727891. — ISBN13: 978-1498727891. Designed for introductory parallel computing courses at the advanced undergraduate or beginning graduate level, Elements of Parallel Computing presents the fundamental concepts of parallel computing not from the point of view of hardware, but from a...
Chapman & Hall/CRC, 2008. — 235 p. — ISBN: 1584888083, 9781584888086. Focusing on grid computing and asynchronism, Parallel Iterative Algorithms explores the theoretical and practical aspects of parallel numerical algorithms. Each chapter contains a theoretical discussion of the topic, an algorithmic section that fully details implementation examples and specific algorithms,...
Prentice Hall, 1994. — 237 p. Parallel computing is becoming an increasing cost-effective and affordable means for providing enormous computing power. Workstations are currently using parallel processing technology and will use it even more in the future. A large number of medium-priced multiprocessors are commercially available today. Numerous vendors of workstations are...
MIT Press, 1996. — 370. This book presents an introduction to some of the main problems, techniques, and algorithms underlying the programming of distributed-memory systems, such as computer networks, networks of workstations, and multiprocessors. It is intended mainly as a textbook for advanced undergraduates or first-year graduate students in computer science and requires no...
2nd Edition — Morgan Kaufmann, 2022. — 1024 p. — ISBN: 9783110755411. Multicore and GPU Programming: An Integrated Approach, Second Edition offers broad coverage of key parallel computing tools, essential for multi-core CPU programming and many-core "massively parallel" computing. Using threads, OpenMP, MPI, CUDA, and other state-of-the-art tools, the book teaches the design...
Addison-Wesley, 2006. — 381. Principles of Concurrent and Distributed Programming provides an introduction to concurrent programming focusing on general principles and not on specific systems. Software today is inherently concurrent or distributed -- from event-based GUI designs to operating and real-time systems to Internet applications. The new edition of this classic...
Morgan Kaufmann, 2018. — 405 p. — ISBN: 978-0-12-849890-3. This book provides an upper level introduction to parallel programming. In addition to covering general parallelism concepts, this text teaches practical programming skills for both shared memory and distributed memory architectures. The authors’ open-source system for automated code evaluation provides easy access to...
Athena Scientific, 1997. — 738 p. This highly acclaimed work is a comprehensive and theoretically sound treatment of parallel and distributed numerical methods. It focuses on algorithms that are naturally suited for massive parallelization, and it explores the fundamental convergence, rate of convergence, communication, and synchronization issues associated with such...
Athena Scientific, 2003. — 95 p. This highly acclaimed work is a comprehensive and theoretically sound treatment of parallel and distributed numerical methods. It focuses on algorithms that are naturally suited for massive parallelization, and it explores the fundamental convergence, rate of convergence, communication, and synchronization issues associated with such algorithms....
Morgan & Claypool Publ., 2017. — 177 p. — (Synthesis Lectures on Computer Architecture 42) — ISBN10: 1627056025. This book provides computer engineers, academic researchers, new graduate students, and seasoned practitioners an end-to-end overview of virtual memory. We begin with a recap of foundational concepts and discuss not only state-of-the-art virtual memory hardware and...
IOS Press, 2008. — 825 p. Parallel processing technologies have become omnipresent in the majority of new processors for a wide spectrum of computing equipment from game computers and standard PC’s to workstations and supercomputers. The main reason for this trend is that parallelism theoretically enables a substantial increase in processing power using standard technologies....
2nd edition. — Oxford: Oxford University Press, 2020. — 403 p. Building upon the wide-ranging success of the first edition, Parallel Scientific Computation presents a single unified approach to using a range of parallel computers, from a small desktop computer to a massively parallel computer. The author explains how to use the bulk synchronous parallel (BSP) model to design...
Oxford University Press, USA (May 6, 2004). - 334 p. ISBN10: 0198529392 Based on the author's extensive development, this is the first text explaining how to use BSPlib, the bulk synchronous parallel library, which is freely available for use in parallel programming. Aimed at graduate students and researchers in mathematics, physics and computer science, the main topics treated...
Wrox, 2012. — 552 p. Optimize code for multi-core processors with Intel's Parallel Studio Parallel programming is rapidly becoming a "must-know" skill for developers. Yet, where to start? This teach-yourself tutorial is an ideal starting point for developers who already know Windows C and C++ and are eager to add parallelism to their code. With a focus on applying tools,...
MIT Press, 1990. — 268 p. "Vector Models for Data-Parallel Computing "describes a model of parallelism that extends and formalizes the Data-Parallel model on which the Connection Machine and other supercomputers are based. It presents many algorithms based on the model, ranging from graph algorithms to numerical algorithms, and argues that data-parallel models are not only...
New York: Springer, 2022. — 541 p. This book serves as a single-source reference to the latest advances in Approximate Computing (AxC), a promising technique for increasing performance or reducing the cost and power consumption of a computing system. The authors discuss the different AxC design and validation techniques, and their integration. They also describe real AxC...
Albert Ludwig University of Freiburg, 2017. — 253 p. The technology behind distributed ledgers, which are shared and continuously updated registers replicated across multiple nodes on the Internet or private networks, has been receiving a lot of attention recently. In particular, it is discussed as an enabler for systems facilitating a decentralized consensus between different...
O’Reilly Media, 2009. — 304 p. — ISBN: 978-0-596-52153-0, ISBN10: 0-596-52153-7. Want to go faster? Raise your hands if you want to go faster! Concurrent or not concurrent? Proving correctness and measuring performance. Eight simple rules for designing multithreaded applications. Threading libraries. Parallel sum and prefix scan. Mapreduce. Sorting. Searching. Graph algorithms....
Elsevier, 2001. — 515 p. This book brings together twenty seven state-of-the-art, carefully refereed and subsequently revised, research and review papers in the field of parallel feasibility and optimization algorithms and their applications - with emphasis on inherently parallel algorithms. By this term we mean algorithms which are logically (i.e., in their mathematical...
Wiley-Interscience, 2006. — 465 p. — ISBN10: 0471725048, ISBN13: 978-0471725046. Modern Multithreading is a textbook and professional reference on concurrent programming. The book describes fundamental concepts and the various concurrency constructs supported by operating systems and programming languages. Covering semaphores, locks, monitors, and message passing, the book...
CRC Press, 2008. — 355 p. Parallel computing has undergone a stunning evolution, with high points (e.g., being able to solve many of the grand-challenge computational problems outlined in the 80’s) and low points (e.g., the demise of countless parallel computer vendors). Today, parallel computing is omnipresent across a large spectrum of computing platforms. At the...
Morgan Kaufmann, 2000. — 163 p. — ISBN10: 1558606718, ISBN13: 978-1558606715. For a number of years, I have believed that advances in software, rather than hardware, held the key to making parallel computing more commonplace. In particular, the lack of a broadly supported standard for programming shared-memory multiprocessors has been a chasm both for users and for software...
Addison-Wesley, 1988. — 533. This book treats all essential aspects of the theory of programming. The underlying logic is developed with elegance and rigour. It is illustrated by clear exposition of many simple examples. It is then applied, with matching elegance and simplicity, to a range of examples which have hitherto justified a reputation of baffling complexity. The...
Addison-Wesley, 1988. — 533. This book treats all essential aspects of the theory of programming. The underlying logic is developed with elegance and rigour. It is illustrated by clear exposition of many simple examples. It is then applied, with matching elegance and simplicity, to a range of examples which have hitherto justified a reputation of baffling complexity. The...
IOS Press, 2010. — 761 p. Parallel computing technologies have brought dramatic changes to mainstream computing; the majority of todays PC's, laptops and even notebooks incorporate multiprocessor chips with up to four processors. Standard components are increasingly combined with GPU's (Graphics Processing Unit), originally designed for high-speed graphics processing, and...
The MIT Press, 2008. — 384 p. — ISBN13: 978-0-262-53302-7. Compaq, Digital, Intel, IBM and Silicon Graphics have agreed to support OpenMP, a new standard developed by Silicon Graphics and Kuck & Associates to allow programmers to write a single version of their software that will run on parallel processor computers using Unix or Windows NT operating systems. The new standard...
Springer, 2017. — 251 p. — ISBN10: 9811062374, 13 978-9811062377. This book presents task-scheduling techniques for emerging complex parallel architectures including heterogeneous multi-core architectures, warehouse-scale datacenters, and distributed big data processing systems. The demand for high computational capacity has led to the growing popularity of multicore...
Springer, 2017. — 333 p. — ISBN10: 9811062374, 13 978-9811062377. This book presents task-scheduling techniques for emerging complex parallel architectures including heterogeneous multi-core architectures, warehouse-scale datacenters, and distributed big data processing systems. The demand for high computational capacity has led to the growing popularity of multicore...
ITExLi, 2019. — 106 c. This book aims to present the state of the art in research and development of the convergence of high-performance computing and parallel programming for various engineering and scientific applications. The book has consolidated algorithms, techniques, and methodologies to bridge the gap between the theoretical foundations of academia and implementation...
InTech, 2011. — 284 p. During the last decades we have been experiencing the historic evolution of Information and Communication Technology’s integration into our society to the point that many times people use it transparently. As we become able to do more and more with our advanced technologies, and as we hide them and their complexities completely from their users, we will...
Elsevier: Morgan Kaufmann, 2025. — 336 p. — ISBN: 9780443240041. Agent-Based Models with MatLAB introduces Agent-Based Modeling (ABM), one of the most important methodologies for complex systems modeling. The book explores computational implementations and accompanying MatLAB software code as a means of inspiring readers to apply agent-based models to solve a diverse range of...
New York: Chapman & Hall/CRC, 2018. — 330 p. Introduces approaches to parallelization using important programming paradigms Describes practical and useful elements of the most popular and important APIs for programming parallel HPC systems Covers popular and currently available computing devices and clusters systems Includes popular APIs for programming parallel applications...
Cambridge University Press, 2017. — 514 p. The constantly increasing demand for more computing power can seem impossible to keep up with. However, multicore processors capable of performing computations in parallel allow computers to tackle ever larger problems in a wide variety of applications. This book provides a comprehensive introduction to parallel computing, discussing...
Cambridge University Press, 2017. — 514 p. The constantly increasing demand for more computing power can seem impossible to keep up with. However, multicore processors capable of performing computations in parallel allow computers to tackle ever larger problems in a wide variety of applications. This book provides a comprehensive introduction to parallel computing, discussing...
Springer, 2000. — 275 p. This book is devoted to the study of compiler transformations that are needed to expose the parallelism hidden in a program. This book is not an introductory book to parallel processing, nor is it an introductory book to parallelizing compilers. We assume that readers are familiar with the books High Performance Compilers for Parallel Computing by Wolfe...
Credit: Databricks Knowledgebase Best Practices Avoid GroupByKey Don't copy all elements of a large RDD to the driver Gracefully Dealing with Bad Input Data General Troubleshooting Job aborted due to stage failure: Task not serializable: Missing Dependencies in Jar Files Error running start-all.sh - Connection refused Network connectivity issues between Spark components...
New York: Springer, 2012. - 288 p. This monograph presents examples of best practices when combining bioinspired algorithms with parallel architectures. The book includes recent work by leading researchers in the field and offers a map with the main paths already explored and new ways towards the future. Parallel Architectures and Bioinspired Algorithms will be of value to both...
Amsterdam: Morgan Kaufmann, 2002. — 866 p. Parallel Computing is a compelling vision of how computation can seamlessly scale from a single processor to virtually limitless computing power. Unfortunately, the scaling of application performance has not matched peak speed, and the programming burden for these machines remains heavy. The applications must be programmed to exploit...
Springer-Verlag London Limited 2009 ISSN: 1617-7975, ISBN: 978-1-84882-309-9, e-ISBN: 978-1-84882-310-5 This book is dedicated to scheduling for parallel processing. Presenting a research field as broad as this one poses considerable difficulties. Scheduling for parallel computing is an interdisciplinary subject joining many fields of science and technology. Thus, to understand...
Packt Publishing, 2017. — 532 p. — ISBN: 978-1-78588-993-6. Create scalable machine learning applications to power a modern data-driven business using Spark 2.x This book will teach you about popular machine learning algorithms and their implementation. You will learn how various machine learning concepts are implemented in the context of Spark ML. You will start by installing...
Packt Publishing, 2017. — 532 p. — ISBN: 978-1-78588-993-6. Create scalable machine learning applications to power a modern data-driven business using Spark 2.x This book will teach you about popular machine learning algorithms and their implementation. You will learn how various machine learning concepts are implemented in the context of Spark ML. You will start by installing...
Cambridge: Cambridge University Press, 2012. — 566 p. Teaching fundamental design concepts and the challenges of emerging technology, this textbook prepares students for a career designing the computer systems of the future. In-depth coverage of complexity, power, reliability and performance, coupled with treatment of parallelism at all levels, including ILP and TLP, provides...
Pearson Education, 2009. — 990 p. Language: English Author Joe Duffy has risen to the challenge of explaining how to write software that takes full advantage of concurrency and hardware parallelism. In Concurrent Programming on Windows , he explains how to design, implement, and maintain large-scale concurrent programs, primarily using C# and C++ for Windows. Duffy aims to give...
2nd Edition. — By Victor Eijkhout, 2014. — 532 p. — ISBN: 1257992546. This is a textbook that teaches the bridging topics between numerical analysis, parallel computing, code performance, large scale applications. The field of high performance scientific computing lies at the crossroads of a number of disciplines and skill sets, and correspondingly, for someone to be successful...
Amsterdam: Elsevier Science, 2015. — 397 p. A Comparative Study of Parallel Programming Languages: The Salishan Problems. Introduction to the Series. The Salishan Problems. Instructions to the authors. Hamming's Problem (extended). Paraffins Problems. The Doctor's Office. Skyline Matrix Solver. Disclaimer. Ada Solutions to the Salishan Problems. Language Features Relevant to...
Springer, 2010. — 346 p. The growing success of biologically inspired algorithms in solving large and complex problems has spawned many interesting areas of research. Over the years, one of the mainstays in bio-inspired research has been the exploitation of parallel and distributed environments to speedup computations and to enrich the algorithms. From the early days of...
Physica-Verlag, 1996. — 370 p. The authors of this Festschrift prepared these papers to honour and express their friendship to Klaus Ritter on the occasion of his sixtieth birthday. Be cause of Ritter's many friends and his international reputation among math ematicians, finding contributors was easy. In fact, constraints on the size of the book required us to limit the...
Cambrodge: The MIT Press, 2013. - 248 p. This book offers students and researchers a guide to distributed algorithms that emphasizes examples and exercises rather than the intricacies of mathematical models. It avoids mathematical argumentation, often a stumbling block for students, teaching algorithmic thought rather than proofs and logic. This approach allows the student to...
Apress Media LLC., 2023. — 510 p. — ISBN-13: 978-1-4842-9217-4. Using fun, hands-on projects, learn what a circuit is and how it works! This book uses a common tool in electronics, the breadboard, to build your way to an understanding of circuits, circuit components, and the basics of computers. You’ll master current, voltage, and resistance. With that you can control outputs...
Prentice Hall, 1992, -326 p. The demands of both the scientific/engineering and the commercial communities for ever increasing computing power have led to dramatic improvements in computer architecture. Initial efforts concentrated on achieving high performance on a single processor, but the more recent past has been witness to attempts to harness multiple processors, with...
Wiley-Interscience, 2000. — 324 p. — ISBN10: 0471183830, ISBN13: 978-0471183839. These are exciting times in the parallel and distributed simulation field. After many years of research and development in university and industrial laboratories, the field has exploded in the last decade and is now seeing use in many real-world systems and applications. My goal in writing Parallel...
National Academies Press, 2011. - 186 p. - ISBN: 0309159512 The end of dramatic exponential growth in single-processor performance marks the end of the dominance of the single microprocessor in computing. The era of sequential computing must give way to a new era in which parallelism is at the forefront. Although important scientific and engineering challenges lie ahead, this...
Arcler Press, 2019. — 348 p. — ISBN: 978-1-77361-503-5. Parallel and Distributed Computing Applications examines various dimensions of paralleland distributed computing applications along with various computing algorithms required for programming designs. It includes 4 sections, where section 1 and 2 are dedicated towards parallel computing models and algorithms and various...
Springer, 1993. — 462 p. This book is designed to be a comprehensive treatment of parallel algorithms for optimal control of large scale linear and bilinear systems. These algorithms were originally evolved in the context of the recursive reduced-order methods for singularly perturbed and weakly coupled linear systems. There are numerous examples of large scale singularly...
K.A.Gallivan, Michael T. Heath, Esmond Ng, James M.Ortega, Barry W.Peyton, R.J.Plemmons, Charles H.Romine, A.H.Sameh, Robert G.Voigt. — Society for Industrial and Applied Mathematics, 1990. — 208 p. Describes a selection of important parallel algorithms for matrix computations. Reviews the current status and provides an overall perspective of parallel algorithms for solving...
Wiley & Sons, Inc., 2011. — 365 p. — (Wiley series on parallel and distributed computing). There is a software gap between hardware potential and the performance that can be attained using today’s software parallel program development tools. The tools need manual intervention by the programmer to parallelize the code. This book is intended to give the programmer the techniques...
Morgan & Claypool, 2011. — 169 p. — ISBN: 9781608452873. Cooperative network supercomputing is becoming increasingly popular for harnessing the power of the global Internet computing platform. A typical Internet supercomputer consists of a master computer or server and a large number of computers called workers, performing computation on behalf of the master. Despite the...
New York: Springer, 2019. — 416 p. Few works are as timely and critical to the advancement of high performance computing than is this new up-to-date treatise on leading-edge directions of operating systems. It is a first-hand product of many of the leaders in this rapidly evolving field and possibly the most comprehensive. This new and important book masterfully presents the...
Springer, 2019. — 416 p. — ISBN: 978-981-13-6623-9. Few works are as timely and critical to the advancement of high performance computing than is this new up-to-date treatise on leading-edge directions of operating systems. It is a first-hand product of many of the leaders in this rapidly evolving field and possibly the most comprehensive. This new and important book...
Springer, 2019. — 482 p. — ISBN: 978-981-13-6624-6 (eBook). Few works are as timely and critical to the advancement of high performance computing than is this new up-to-date treatise on leading-edge directions of operating systems. It is a first-hand product of many of the leaders in this rapidly evolving field and possibly the most comprehensive. This new and important book...
Springer, 2019. — 482 p. — ISBN: 978-981-13-6624-6 (eBook). Few works are as timely and critical to the advancement of high performance computing than is this new up-to-date treatise on leading-edge directions of operating systems. It is a first-hand product of many of the leaders in this rapidly evolving field and possibly the most comprehensive. This new and important book...
Springer, 2019. — 482 p. — ISBN: 978-981-13-6624-6 (eBook). Few works are as timely and critical to the advancement of high performance computing than is this new up-to-date treatise on leading-edge directions of operating systems. It is a first-hand product of many of the leaders in this rapidly evolving field and possibly the most comprehensive. This new and important book...
New York: Springer, 2019. — 222 p. This book provides basic and practical techniques of parallel computing and related methods of numerical analysis for researchers who conduct numerical calculation and simulation. Although the techniques provided in this book are field-independent, these methods can be used in fields such as physics, chemistry, biology, earth sciences, space...
New York: Springer, 2019. — 209 p. This book presents advanced and practical techniques for performance optimization for highly parallel processing. Featuring various parallelization techniques in material science, it is a valuable resource for anyone developing software codes for computational sciences such as physics, chemistry, biology, earth sciences, space science,...
Chapman&Hall/CRC, 2007. — 389 p. Distributed systems have witnessed phenomenal growth in the past few years. The declining cost of hardware, the advancements in communication technology, the explosive growth of the Internet, and our ever-increasing dependence on networks for a wide range of applications ranging from social communication to nancial transactions have contributed...
Springer, 2005. — 244 p. Reconfigurable Computing (RC), the use of programmable logic to accelerate computation, arose in the late ’80’s with the widespread commercial availability of Field-Programmable Gate Arrays (FPGAs). The innovative development of FPGAs whose configuration could be re-programmed an unlimited number of times spurred the invention of a new field in which...
ITexLi, 2023. — 239 p. — ISBN: 1837688621 9781837688623 1837688613 9781837688616 183768863X 9781837688630. Over the years, computing has moved from centralized location-based computing to distributed cloud computing. Because of cloud computing’s security, regulatory, and latency issues, it was necessary to move all computation processes to the edge of the network (edge...
Addison-Wesley Professional, 2010. — 480 p. The book reveals how specific hardware implementations impact application performance and shows how to avoid common pitfalls. Step by step, you’ll write applications that can handle large numbers of parallel threads, and you’ll master advanced parallelization techniques. You’ll learn how to Identify your best opportunities to use...
Addison Wesley, 2003, - 856 p. Increasingly, parallel processing is being seen as the only cost-effective method for the fast solution of computationally large and data-intensive problems. The emergence of inexpensive parallel computers such as commodity desktop multiprocessors and clusters of workstations or PCs has made such parallel methods generally applicable, as have...
MIT Press, 1999. — 386 p. This book offers a thoroughly updated guide to the MPI (Message-Passing Interface) standard library for writing programs for parallel computers. Since the publication of the previous edition of Using MPI, parallel computing has become mainstream. Today, applications run on computers with millions of processors; multiple processors sharing memory and...
Apress, 2016. — 504 p. This book is a step-by-step guide for learning how to use Spark for different types of big-data analytics projects, including batch, interactive, graph, and stream data analysis as well as machine learning. It covers Spark core and its add-on libraries, including Spark SQL, Spark Streaming, GraphX, MLlib, and Spark ML. Big Data Analytics with Spark shows...
Springer, 2005. — 333 p. Parallel and distributed computing is one of the foremost technologies for shaping future research and development activities in academia and industry. Hyperthreading in Intel processors, hypertransport links in next generation AMD processors, multicore silicon in today’s high-end microprocessors, emerging cluster and grid computing, has moved...
Wiley, 2011. — 346 p. — ISBN: 184821314X, 9781848213142. Nowadays, distributed systems are increasingly present, for public software applications as well as critical systems. software applications as well as critical systems. This title and Distributed Systems: Design and Algorithms – from the same editors – introduce the underlying concepts, the associated design techniques...
CRC Press, 2010. - 344 p. Written by high performance computing (HPC) experts, Introduction to High Performance Computing for Scientists and Engineers provides a solid introduction to current mainstream computer architecture, dominant parallel programming models, and useful optimization strategies for scientific HPC. From working in a scientific computing center, the authors...
Springer, 1999. — 373 p. This IMA Volume in Mathematics and its Applications Algorithms for Parallel Processing is based on the proceedings of a workshop that was an integral part of the 1996-97 IMA program on "Mathematics in High-Performance Computing." The workshop brought together algorithm developers from theory, combinatorics, and scientific computing. The topics ranged...
2011. — 21 p. En sistemas operativos, un hilo de ejecuci?n, hebra o subproceso es la unidad de procesamiento m?s peque?a que puede ser planificada por un sistema operativo. Un hilo es una caracter?stica que permite a una aplicaci?n realizar varias tareas a la vez (concurrentemente). Los distintos hilos de ejecuci?n comparten una serie de recursos tales como el espacio de...
Morgan Kaufmann, 2013 — 336 p. Distributed Computing Through Combinatorial Topology describes techniques for analyzing distributed algorithms based on award winning combinatorial topology research. The authors present a solid theoretical foundation relevant to many real systems reliant on parallelism with unpredictable delays, such as multicore microprocessors, wireless...
2nd Edition. — Morgan Kaufmann, 2021. — 562 p. — ISBN: 9780124159501. This book, Second Edition, provides users with an authoritative guide to multicore programming. This updated edition introduces higher level software development skills relative to those needed for efficient single-core programming, and includes comprehensive coverage of the new principles, algorithms, and...
2nd Edition. — Morgan Kaufmann, 2021. — 562 p. — ISBN: 9780124159501. The Art of Multiprocessor Programming, Second Edition, provides users with an authoritative guide to multicore programming. This updated edition introduces higher-level software development skills relative to those needed for efficient single-core programming and includes comprehensive coverage of the new...
Morgan Kaufmann, 2012. — 537 p. — ISBN: 978-0-12-397337-5. Revised and updated with improvements conceived in parallel programming courses, The Art of Multiprocessor Programming is an authoritative guide to multicore programming. It introduces a higher level set of software development skills than that needed for efficient single-core programming. This book provides...
Revised 1st Edition. — Morgan Kaufmann, 2012. — 537 p. — ISBN: 978-0-12-397337-5. Revised and updated with improvements conceived in parallel programming courses, The Art of Multiprocessor Programming is an authoritative guide to multicore programming. It introduces a higher level set of software development skills than that needed for efficient single-core programming. This...
Revised 1st Edition. — Morgan Kaufmann, 2012. — 537 p. — ISBN: 978-0-12-397337-5. Revised and updated with improvements conceived in parallel programming courses, The Art of Multiprocessor Programming is an authoritative guide to multicore programming. It introduces a higher level set of software development skills than that needed for efficient single-core programming. This...
Morgan Kaufmann, 2008. — 528 p. — ISBN10: 0123705916, ISBN13: 978-0123705914. Mutual Exclusion. Concurrent objects. Foundations of Shared Memory. The Relative Power of Primitive Synchronization Operations. Universality of Consensus. Spin Locks and Contention. Monitors and Blocking Synchronization. Linked Lists: The Role of Locking. Concurrent Queues and the ABA Problem....
New York: Springer, 2017. — 418 p. High-performance computing (HPC) or supercomputing has become an essential tool for modern science and technology. In addition to basic science and experimentation, HPC has become an essential tool for advancing our understanding of nature, for the analysis of society’s behavior, and for technological advancement. Today, current research in...
Society for Industrial and Applied Mathematics, 2006. — 422 p. Scientific computing has often been called the third approach to scientific discovery, emerging as a peer to experimentation and theory. Historically, the synergy between experimentation and theory has been well understood: experiments give insight into possible theories, theories inspire experiments, experiments...
Adam Hilger, 1981. — 432 p. The 1980s are likely to be the decade of the parallel computer, and it is the purpose of this book to provide an introduction to the topic. Although many computers have displayed examples of parallel or concurrent operation since the 1950s, it was not until 1974-5 that the first computers appeared that were designed specifically to use parallelism in...
Boca Raton: CRC Press, 2018. — 422 p. Parallel Supercomputing in MIMD Architectures is devoted to supercomputing on a wide variety of Multiple-Instruction-Multiple-Data (MIMD)-class parallel machines. This book describes architectural concepts, commercial and research hardware implementations, major programming concepts, algorithmic methods, representative applications, and...
Cambridge University Press, 2005, -312 p. The term computation gap has been defined as the difference between the computational power demanded by the application domain and the computational power of the underlying computer platform. Traditionally, closing the computation gap has been one of the major and fundamental tasks of computer architects. However, as technology advances...
International Business Machines Corporation, 2005. — 268 p. In the past several years, grid computing has emerged as a way to harness and take advantage of computing resources across geographies and organizations. In this IBM Redbook, we describe a generalized view of grid computing including concepts, standards, and ways in which grid computing can provide business value to...
Addison-Wesley, 1992. — 579 p. This book is an introduction to the design and analysis of parallel algorithms. There is sufficient material for a one-semester course at the senior or first-year graduate level, and for a follow-up graduate-level course covering more advanced material. Our principal model for algorithmic design is the shared-memory model; however, all of our...
Morgan Kaufmann, 2013. — 432 p. — ISBN: 0124104142. Authors Jim Jeffers and James Reinders spent two years helping educate customers about the prototype and pre-production hardware before Intel introduced the first Intel Xeon Phi coprocessor. They have distilled their own experiences coupled with insights from many expert customers, Intel Field Engineers, Application Engineers...
2nd Edition. — Morgan Kaufmann, 2016. — 639 p. — ISBN: 978-0-12-809194-4. This book is an all-in-one source of information for programming the Second-Generation Intel Xeon Phi product family also called Knights Landing. The authors provide detailed and timely Knights Landingspecific details, programming advice, and real-world examples. The authors distill their years of Xeon...
Elsevier, 2004. — 975 p. Dresden, a city of science and technology, of fine arts and baroque architecture, of education and invention, location of important research institutes and high tech firms in IT and biotechnology, and gateway between Western and Eastern Europe, attracted 175 scientists for the international conference on parallel computing ParCo2003 from 2 to 5...
O’Reilly Media, 2013. — 238 p. — ISBN: 1449361307, 9781449361303. Building distributed systems is hard. A lot of the applications people use daily, however, depend on such systems, and it doesn’t look like we will stop relying on distributed computer systems any time soon. Apache ZooKeeper has been designed to mitigate the task of building robust distributed systems. It has...
Alan Kaminsky, 2015. — 424 p. To study parallel programming with this book, you’ll need the following prerequisite knowledge: Java programming; C programming (for GPU programs); computer organization concepts (CPU, memory, cache, and so on); operating system concepts (threads, thread synchronization). My pedagogical style is to teach by example. Accordingly, this book consists...
Copyright 2011-2022. This work is licensed under the Creative Commons Attribution 4.0 International License. This book focuses on the use of algorithmic high-level synthesis (HLS) to build application-specific FPGA systems. The goal is to give the reader an appreciation of the process of creating an optimized hardware design using HLS. Although the details are, of necessity,...
Packt, 2016. — 476 p. — ASIN: B01HGR1RF6 Get the most up-to-date book on the market that focuses on design, engineering, and scalable solutions in machine learning with Spark 2.0.0 Use Spark's machine learning library in a big data environment You will learn how to develop high-value applications at scale with ease and a develop a personalized design Who This Book Is For This...
3rd ed. — CRC Press, 2013. — 455 p. — ISBN: 9781439856475, 1439856478 Updated to reflect the latest changes and advances in the field, Distribution System Modeling and Analysis, Third Edition again illustrates methods that will ensure the most accurate possible results in computational modeling for electric power distribution systems. With the same simplified approach of...
De Gruyter Oldenbourg, 2021. - 356 p. - ISBN: 978-3110632682. This book focuses on the theoretical and practical aspects of parallel programming systems for today's high performance multi-core processors and discusses the efficient implementation of key algorithms needed to implement parallel programming models. Such implementations need to take into account the specific...
Springer, 2018. — 171 p. This book consists of eight chapters, five of which provide a summary of the tutorials and workshops organised as part of the cHiPSet Summer School: High-Performance Modeling and Simulation for Big Data Applications Cost Action on “New Trends in Modeling and Simulation in HPC Systems,” which was held in Bucharest (Romania) on September 21–23, 2016. As...
Chapman & Hall/CRC, 2006, -510 p. Over the last decades a wealth of parallel algorithms has been discovered for solving a wide range of problems that arise in diverse applications areas. Effort has been concentrated mainly on the solution of large scale industrial and engineering problems. Although some of these application areas, such as signal processing and pattern...
Springer, 2000. — 516 p. In 1992 we initiated a research project on large scale distributed computing systems (LSDCS). It was a collaborative project involving research institutes and universities in Bologna, Grenoble, Lausanne, Lisbon, Rennes, Rocquencourt, Newcastle, and Twente. The World Wide Web had recently been developed at CERN, but its use was not yet as common place as...
John Wiley, 1985. — 386 p. In the 1930s the notion of an algorithm was formulated as a precise mathematical concept. The Turing machine was conceived and with remarkable simplicity captured the mechanism of problem solving; for the first time the notion of an algorithmically computable function was formalized. Now, 50 years later, the science of computing is a well-established...
Cambridge University Press, 2008. — 754 p. The field of distributed computing covers all aspects of computing and infor- mation access across multiple processing elements connected by any form of communication network, whether local or wide-area in the coverage. Since the advent of the Internet in the 1970s, there has been a steady growth of new applications requiring...
New York: Morgan & Claypool, 2021. — 192 p. This historical survey of parallel processing from 1980 to 2020 is a follow-up to the authors’ 1981 Tutorial on Parallel Processing, which covered the state of the art in hardware, programming languages, and applications. Here, we cover the evolution of the field since 1980 in: parallel computers, ranging from the Cyber 205 to...
University of Jena, 2018 - 115 p. We present a concurrent algorithm and its implementation for computing the entire Hasse diagram of the flow complex of a point cloud in Euclidean space. Known algorithms for computing the flow complex in two and three dimensions compute the geometric realization of the flow complex and need to compute the Delaunay triangulation of the point...
Springer, 1990. — 445 p. Many algorithms for solving machine intelligence and vision problems are computationally very demanding. Algorithms used for decision making, path planning, machine vision, speech recognition, and pattern recognition require substantially more power than is available today from commercially feasible sequential computers. Although the speed of sequential...
Springer, 2015. — 543 p. 30th International Conference, ISC High Performance 2015, Frankfurt, Germany, July 12-16, 2015, Proceedings. This book constitutes the refereed proceedings of the 30th International Conference, ISC High Performance 2015, [formerly known as the International Supercomputing Conference] held in Frankfurt, Germany, in July 2015. The 27 revised full papers...
Springer, 2017. — 442 p. 32nd International Conference, ISC High Performance 2017, Frankfurt, Germany, June 18–22, 2017, Proceedings. This book constitutes the refereed proceedings of the 32nd International Conference, ISC High Performance 2017, held in Frankfurt, Germany, in June 2017. The 22 revised full papers presented in this book were carefully reviewed and selected from...
Springer, 2017. — 753 p. ISC High Performance 2017 International Workshops, DRBSD, ExaComm, HCPM, HPC-IODC, IWOPH, IXPUG, P^3MA, VHPC, Visualization at Scale, WOPSSS, Frankfurt, Germany, June 18-22, 2017, Revised Selected Papers. This book constitutes revised selected papers from 10 workshops that were held as the ISC High Performance 2017 conference in Frankfurt, Germany, in...
Springer, 2016. — 506 p. 31st International Conference, ISC High Performance 2016, Frankfurt, Germany, June 19-23, 2016, Proceedings. This book constitutes the refereed proceedings of the 31st International Conference, ISC High Performance 2016 [formerly known as the International Supercomputing Conference] held in Frankfurt, Germany, in June 2016. The 25 revised full papers...
Springer, 2019. — 210 p. — ISBN: 3030275574. The book discusses the fundamentals of high-performance computing. The authors combine visualization, comprehensibility, and strictness in their material presentation, and thus influence the reader towards practical application and learning how to solve real computing problems. They address both key approaches to programming modern...
Apress, 2022. — 642 p. — ISBN13: 9781484279175. Learn the fundamentals of x86 Single instruction multiple data (SIMD) programming using C++ intrinsic functions and x86-64 assembly language. This book emphasizes x86 SIMD programming topics and technologies that are relevant to modern software development in applications that can exploit data-level parallelism, important for the...
Arcler Press, 2023. — 260 p. — ISBN: 978-1-77469-448-0. The book "Concurrent, Parallel, and Distributed Computing" offers an excellent overview of the various areas of the computing field. There is a lot of overlap between the words "concurrent computing," "parallel computing," and "distributed computing," and there is no obvious differentiation between them. The same system...
Morgan & Claypool, 2010. — 103 p. — ISBN: 9781608453368. This book covers technologies, applications, tools, languages, procedures, advantages, and disadvantages of reconfigurable supercomputing using Field Programmable Gate Arrays (FPGAs). The target audience is the community of users of High Performance Computers (HPC) who may benefit from porting their applications into a...
Wiley–Scrivener Publishing, 2019. — 273 p. — ISBN: 978-1-119-48805-7. The main objective of this book is to explore the concept of cybersecurity in parallel and distributed computing along with recent research developments in the field. It also includes various real-time/offline applications and case studies in the fields of engineering and computer science and the modern tools...
Morgan Kaufmann, 1992. — 847 p. This book is designed to serve as an introduction to the exciting and rapidly expanding field of parallel algorithms and architectures. The text is specifically directed towards parallel computation involving the most popular network architectures: arrays, trees, hypercubes, and some closely related networks. The text covers the structure and...
CRC Press, 2018. — 343 p. — ISBN: 978-1-4398-7371-7. The next decade of computationally intense computing lies with more powerful multi/manycore nodes where processors share a large memory space. These nodes will be the building block for systems that range from a single node workstation up to systems approaching the exaflop regime. The node itself will consist of 10s to 100s...
Boca Raton: CRC Press, 2017. — 340 p. "Ask not what your compiler can do for you, ask what you can do for your compiler." --John Levesque, Director of Cray’s Supercomputing Centers of Excellence The next decade of computationally intense computing lies with more powerful multi/manycore nodes where processors share a large memory space. These nodes will be the building block for...
CRC Press, 2017. — 340 p. The next decade of computationally intense computing lies with more powerful multi/manycore nodes where processors share a large memory space. These nodes will be the building block for systems that range from a single node workstation up to systems approaching the exaflop regime. The node itself will consist of 10’s to 100’s of MIMD (multiple...
CRC Press, 2017. — 340 p. The next decade of computationally intense computing lies with more powerful multi/manycore nodes where processors share a large memory space. These nodes will be the building block for systems that range from a single node workstation up to systems approaching the exaflop regime. The node itself will consist of 10’s to 100’s of MIMD (multiple...
John Wiley & Sons Ltd, 2005. — 452 p. — ISBN10: 0470094176, ISBN13: 978-0470094174. Find out which technologies enable the Grid and how to employ them successfully! This invaluable text provides a complete, clear, systematic, and practical understanding of the technologies that enable the Grid. The authors outline all the components necessary to create a Grid infrastructure...
Cham: Springer, 2022. — 607 p. This book explores the technological developments at various levels of abstraction, of the new paradigm of approximate computing. The authors describe in a single source the state-of-the-art, covering the entire spectrum of research activities in approximate computing, bridging device, circuit, architecture, and system levels. Content includes...
New York: Morgan Kaufmann, 2015. — 306 p. Problem-Solving in High Performance Computing: A Situational Awareness Approach with Linux focuses on understanding giant computing grids as cohesive systems. Unlike other titles on general problem-solving or system administration, this book offers a cohesive approach to complex, layered environments, highlighting the difference between...
Tutorial at the Indiana University booth at the ACM/IEEE SC09 Conference, Portland, Oregon, November 2009., 139 p. Open MPI. Project Overview. Building & Installing. Application MPI Tuning. Fault Tolerance. CIFTS Fault Tolerance Backplane (FTB). Transparent Checkpoint/Restart. Process Migration. Parallel Debugging. Hacking Open MPI. Modular Component Architecture. Developing...
Morgan Kaufmann, 1996. — 873. Distributed algorithms are algorithms designed to run on hardware consisting of many interconnected processors. Pieces of a distributed algorithm run concurrently and independently, each with only a limited amount of information. The algorithms are supposed to work correctly, even if the individual processors and communication channels operate at...
CRC Press, 2010. — 323 p. The term the grid has emerged in the mid 1990s to denote a proposed distributed computing infrastructure which focuses on large-scale resource sharing, innovative applications, and high performance orientation. The grid concept is motivated by a real and specific problem: the coordinated resource sharing and problem solving of dynamic,...
New York: Springer, 2021. — 167 p. This book describes how we can design and make efficient processors for high-performance computing, AI, and data science. Although there are many textbooks on the design of processors we do not have a widely accepted definition of the efficiency of a general-purpose computer architecture. Without a definition of efficiency, it is difficult to...
Boca Raton: CRC Press, 2016. — 336 p. Parallel Computing for Data Science: With Examples in R, C++ and CUDA is one of the first parallel computing books to concentrate exclusively on parallel data structures, algorithms, software tools, and applications in data science. It includes examples not only from the classic "n observations, p variables" matrix format but also from time...
Cham: Springer International Publishing, 2017. — 166 p. — ISBN: 978-3-319-59834-5. Big data technologies are used to achieve any type of analytics in a fast and predictable way, thus enabling better human and machine level decision making. Principles of distributed computing are the keys to big data technologies and analytics. The mechanisms related to data storage, data...
Elsevier Science, 2014. — 406 p. — ISBN: 978-0-12-391443-9, 978-0-12-415993-8. Programming is now parallel programming. Much as structured programming revolutionized traditional serial programming decades ago, a new kind of structured programming, based on patterns, is relevant to parallel programming today. Parallel computing experts and industry insiders Michael McCool, Arch...
Morgan Kaufmann, 2012. — 433 p. — ISBN: 978-0-12-415993-8. Programming is now parallel programming. Much as structured programming revolutionized traditional serial programming decades ago, a new kind of structured programming, based on patterns, is relevant to parallel programming today. Parallel computing experts and industry insiders Michael McCool, Arch Robison, and James...
Beaverton: IBM Linux Technology Center, 2018. — 780 p. This book examines what makes parallel programming hard, and describes design techniques that can help you avoid many parallel-programming pitfalls. It is primarily intended for low-level C/C++ code, but offers valuable lessons for other environments as well. The purpose of this book is to help you program shared-memory...
Linux Technology Center IBM, Beaverton, 2011. — 358 p. Language: English Historic Parallel Programming Difficulties. Parallel Programming Goals. Alternatives to Parallel Programming. What Makes Parallel Programming Hard? Guide to This Book. Hardware and its Habits. Overview. Overheads. Hardware Free Lunch? Software Design Implications. Tools of the Trade. Scripting Languages....
Meta Platforms, Inc., 2023. - 970 p. The purpose of this book is to help you program shared-memory parallel systems without risking your sanity. Nevertheless, you should think of the information in this book as a foundation on which to build, rather than as a "completed cathedral". Your mission, if you choose to accept, is to help make further progress in the exciting field of...
Springer, 2000. — 231 p. Parallel computation will become the norm in the coming decades. Unfortunately, advances in parallel hardware have far outpaced parallel applications of software. There are currently two approaches to applying parallelism to applications. One is to write completely new applications in new languages. But abandoning applications that work is unacceptable...
Morgan & Claypool Publishers, 2012. — 170 p. — ISBN10: 1608458415, ISBN13: 978-1608458417. Compiling for parallelism is a longstanding topic of compiler research. This book describes the fundamental principles of compiling regular" numerical programs for parallelism.We begin with an explanation of analyses that allow a compiler to understand the interaction of data reads and...
Springer, 1997. — 596 p. During the last three decades, breakthroughs in computer technology have made a tremendous impact on optimization. In particular, parallel computing has made it possible to solve larger and computationally more difficult prob lems. This volume contains mainly lecture notes from a Nordic Summer School held at the Linkoping Institute of Technology, Sweden...
MIT Press, 1996. — 238 p. This book is designed for a variety of purposes. As a research monograph, it should be of interest to researchers and practitioners working in the field of parallel computing. It may be used as a text in a graduate course on Parallel Algorithms, as a supplementary text in an undergraduate course on Parallel Algorithms, or as a supplementary text in a...
Singapore, New Jersey, London, Hong Kong: JBW Printers and Binders Pte. Ltd., 1991. — 514 p. We are currently entering ah era of developed parallelism. Parallelism provides the high performance needed in science and engineering, the responsiveness required in real-time control, the fault-tolerance necessary for high reliability systems, etc. These capabilities become available...
Springer, 2021. — 270 p. — ISBN: 978-3-030-66056-7. This book presents the proceedings of the 12th International Parallel Tools Workshop, held in Stuttgart, Germany, during September 17-18, 2018, and of the 13th International Parallel Tools Workshop, held in Dresden, Germany, during September 2-3, 2019. The workshops are a forum to discuss the latest advances in parallel tools...
Springer, 2024. — 145 p. This book describes the state-of-the-art of technology and research on In-Memory Computing Hardware Accelerators for Data-Intensive Applications. The authors discuss how processing-centric computing has become insufficient to meet target requirements and how Memory-centric computing may be better suited for the needs of current applications. This...
2nd Edition. — Springer, 2022. — 298 p. — (Synthesis Lectures on Computer Architecture 49). — ISBN: 978-3-031-01764-3. Many modern computer systems, including homogeneous and heterogeneous architectures, support shared memory in hardware. In a shared memory system, each of the processor cores may read and write to a single shared address space. For a shared memory machine, the...
Springer International Publishing AG, 2018. — 522 p. — ISBN: 978-3-319-68393-5. This book presents the state-of-the-art in supercomputer simulation. It includes the latest findings from leading researchers using systems from the High Performance Computing Center Stuttgart (HLRS) in 2017. The reports cover all fields of computational science and engineering ranging from CFD to...
Springer International Publishing AG, 2018. — 522 p. — ISBN: 978-3-319-68393-5. This book presents the state-of-the-art in supercomputer simulation. It includes the latest findings from leading researchers using systems from the High Performance Computing Center Stuttgart (HLRS) in 2017. The reports cover all fields of computational science and engineering ranging from CFD to...
Springer International Publishing, Switzerland, 2016. — 687 p. — ISBN: 9783319246314 This book presents the state-of-the-art in supercomputer simulation. It includes the latest findings from leading researchers using systems from the High Performance Computing Center Stuttgart (HLRS) in 2015. The reports cover all fields of computational science and engineering ranging from CFD...
Springer International Publishing AG, 2016. — 665 p. — ISBN: 3319470655 This book presents the state-of-the-art in supercomputer simulation. It includes the latest findings from leading researchers using systems from the High Performance Computing Center Stuttgart (HLRS) in 2016. The reports cover all fields of computational science and engineering ranging from CFD to...
Springer International, 2016. — 282 p. — (Undergraduate Topics in Computer Science). — ISBN: 978-3-319-21903-5, 978-3-319-21902-8. This gentle introduction to High Performance Computing (HPC) for Data Science using the Message Passing Interface (MPI) standard has been designed as a first course for undergraduates on parallel programming on distributed memory models, and...
Proceedings of the 10th International Workshop on Parallel Tools for High Performance Computing, October 2016, Stuttgart, Germany. — Springer, 2017. — 147 p. — ISBN10: 3319567012, ISBN13: 978-3319567013. This book presents the proceedings of the 10th International Parallel Tools Workshop, held October 4-5, 2016 in Stuttgart, Germany – a forum to discuss the latest advances in...
CRC Press, Taylor & Francis Group, 2019. — 220 p. — ISBN13: 978-1-4398-4004-7. Parallel Programming with Co-Arrays describes the basic techniques used to design parallel algorithms for high-performance, scientific computing. It is intended for upper-level undergraduate students and graduate students who need to develop parallel codes with little or no previous introduction to...
Cambridge University Press, 1991. — 277 p. — (Cambridge Tracts in Theoretical Computer Science (Book 23)). — ISBN10: 0521400449, ISBN13: 978-0521400442. The stepwise development of complex systems through various levels of abstraction is good practice in software and hardware design. However, the semantic link between these different levels is often missing. This book is...
1997-2013. — 326 p. This document specifies a collection of compiler directives, library routines, and environment variables that can be used to specify shared-memory parallelism in C, C++ and Fortran programs. This functionality collectively defines the specification of the OpenMP Application Program Interface (OpenMP API).
1997-2013. — 320 p. This collection of programming examples supplements the OpenMP API for Shared Memory Parallelization specifications, and is not part of the formal specifications. It assumes familiarity with the OpenMP specifications, and shares the typographical conventions used in that document.
1997-2011. — 354 p. The collection of compiler directives, library routines, and environment variables described in this document collectively define the specification of the OpenMP Application Program Interface (OpenMP API) for shared-memory parallelism in C, C++ and Fortran programs.
1997-2014. — 228 p. The collection of compiler directives, library routines, and environment variables described in this document collectively define the specification of the OpenMP. Application Program Interface (OpenMP API) for shared-memory parallelism in C, C++ and Fortran programs. This specification provides a model for parallel programming that is portable across shared...
1997-2002. — 106 p. This document specifies a collection of compiler directives, library functions, and environment variables that can be used to specify shared-memory parallelism in C and C++ programs. The functionality described in this document is collectively known as the OpenMP C/C++ Application Program Interface (API).
Morgan Kaufmann publications, 2011. — 392 p. Language: English Author Peter Pacheco uses a tutorial approach to show students how to develop effective parallel programs with MPI, Pthreads, and OpenMP. The first undergraduate text to directly address compiling and running parallel programs on the new multi-core and cluster architecture, An Introduction to Parallel Programming...
2nd Edition. — Elsevier-MK, 2022. — 479 p. — ISBN: 978-0-12-804605-0. An Introduction to Parallel Programming, Second Edition presents a tried-and-true tutorial approach that shows students how to develop effective parallel programs with MPI, Pthreads, and OpenMP. As the first undergraduate text to directly address compiling and running parallel programs on multi-core and...
2nd Edition. — Elsevier-MK, 2022. — 479 p. — ISBN: 978-0-12-804605-0. An Introduction to Parallel Programming, Second Edition presents a tried-and-true tutorial approach that shows students how to develop effective parallel programs with MPI, Pthreads, and OpenMP. As the first undergraduate text to directly address compiling and running parallel programs on multi-core and...
Springer US, 2012. — 2195 p. — ISBN10: 0387098445, ISBN13: 978-0-387-09765-7. Containing over 300 entries in an A-Z format, the Encyclopedia of Parallel Computing provides easy, intuitive access to relevant information for professionals and researchers seeking access to any aspect within the broad field of parallel computing. Topics for this comprehensive reference were...
Springer, 2023. — 339 p. Data analytics and Machine Learning technologies, particularly in a decentralized scenario, are offering cost-effective solutions for many real-life problems. Recent developments in computer technology have led to increased research interests in the field of modern data-intensive distributed computing systems. This book discusses the application of data...
CRC Press, 2011. — 307 p. — ISBN: 978-1-4398-1274-7. With multicore processors now in every computer, server, and embedded device, the need for cost-effective, reliable parallel software has never been greater. By explaining key aspects of multicore programming, Fundamentals of Multicore Software Development helps software engineers understand parallel programming and master...
Springer, 1999. — 246 p. During the last twenty years, breakthroughs in computer technology have made a tremendous impact on optimization. In particular, availability of parallel computers has created substantial interest in exploring the use of parallel processing for solving discrete and global optimization problems. In the context of the 1996-1997 IMA special year on...
IGI Global, 2012. — 430 p. The concept of the Internet has been a tremendous success by this time. Other than being a great source of fun and enjoyment, millions of people around the world rely on the Internet for various tasks related to their livelihoods. The overwhelming growth of the Internet and its users is now a reality, which has put new thoughts among the research...
Society for Industrial and Applied Mathematics, 2001, -360 p. Distributed computing concerns environments in which many processors, located at different sites, must operate in a noninterfering and cooperative manner. Each of the processors enjoys a certain degree of autonomy: it executes its own protocol on its own private hardware and often has its own independent task to...
Oxford University Press, 2004. — 278 p. — ISBN: 978-0198515777. There is an ideal practical student guide to scientific computing on parallel computers working up from a hardware instruction level, to shared memory machines, and finally to distributed memory machines. In the last few years, courses on parallel computation have been developed and offered in many institutions in...
Wiley, 2017. — 528 p. — ISBN: 978-0470936900. Provides state-of-the-art methods for programming multi-core and many-core systems The book comprises a selection of twenty two chapters covering: fundamental techniques and algorithms; programming approaches; methodologies and frameworks; scheduling and management; testing and evaluation methodologies; and case studies for...
Wiley, 2017. — 535 p. — (Wiley Series on Parallel and Distributed Computing). — ISBN: 9780470936900. Provides state-of-the-art methods for programming multi-core and many-core systems The book comprises a selection of twenty two chapters covering: fundamental techniques and algorithms; programming approaches; methodologies and frameworks; scheduling and management; testing and...
Hoboken: Wiley, 2017. — 528 p. Provides state-of-the-art methods for programming multi-core and many-core systems The book comprises a selection of twenty two chapters covering: fundamental techniques and algorithms; programming approaches; methodologies and frameworks; scheduling and management; testing and evaluation methodologies; and case studies for programming multi-core...
Wiley, 2017. — 528 p. — ISBN13: 9780470936900. Provides state-of-the-art methods for programming multi-core and many-core systems The book comprises a selection of twenty two chapters covering: fundamental techniques and algorithms; programming approaches; methodologies and frameworks; scheduling and management; testing and evaluation methodologies; and case studies for...
Wiley, 2017. — 528 p. — ISBN13: 9780470936900. Provides state-of-the-art methods for programming multi-core and many-core systems The book comprises a selection of twenty two chapters covering: fundamental techniques and algorithms; programming approaches; methodologies and frameworks; scheduling and management; testing and evaluation methodologies; and case studies for...
Wiley, 2017. — 528 p. — ISBN13: 9780470936900. Provides state-of-the-art methods for programming multi-core and many-core systems The book comprises a selection of twenty two chapters covering: fundamental techniques and algorithms; programming approaches; methodologies and frameworks; scheduling and management; testing and evaluation methodologies; and case studies for...
CRC Press, 2023. — 426 p. Parallel and distributed systems (PADS) have evolved from the early days of computational science and supercomputers to a wide range of novel computing paradigms, each of which is exploited to tackle specific problems or application needs, including distributed systems, parallel computing, and cluster computing, generally called high-performance...
Minsk: BNTU, 2019. — 229 p. — ISBN: 978-985-583-366-7. This book studies hardware and software specifications at algorithmic level from the point of measuring and extracting the potential parallelism hidden in them. It investigates the possibilities of using this parallelism for the synthesis and optimization of highperformance software and hardware implementations. The basic...
CreateSpace Independent Publishing, 2018. — 78 p. Dr. Ganapathi Pulipaka is a Chief Data Scientist and SAP Technical Lead for one of the largest firms in the world. He is also a PostDoc Research Scholar in Computer Science Engineering in Big Data Analytics, Machine Learning, Robotics, IoT, Artificial Intelligence as part of Doctor of Computer Science program from Colorado...
CreateSpace Independent Publishing, 2018. — 78 p. Dr. Ganapathi Pulipaka is a Chief Data Scientist and SAP Technical Lead for one of the largest firms in the world. He is also a PostDoc Research Scholar in Computer Science Engineering in Big Data Analytics, Machine Learning, Robotics, IoT, Artificial Intelligence as part of Doctor of Computer Science program from Colorado...
McGraw-Hill Science/Engineering/Math, 2003. — 544 p. originally. — ISBN10: 0072822562, ISBN13: 978-0072822564. This book is a practical introduction to parallel programming in C using the MPI (Message Passing Interface) library and the OpenMP application programming interface. It is targeted to upper-division undergraduate students, beginning graduate students, and computer...
New Delhi: Prentice-Hall of India Pvt.Ltd, 2016. — 492 p. Today all computers, from tablet/desktop computers to super computers, work in parallel. A basic knowledge of the architecture of parallel computers and how to program them, is thus, essential for students of computer science and IT professionals. In its second edition, the book retains the lucidity of the first edition...
New York: Chapman and Hall/CRC, 2013. — 451 p. Every area of science and engineering today has to process voluminous data sets. Using exact, or even approximate, algorithms to solve intractable problems in critical areas, such as computational biology, takes time that is exponential in some of the underlying parameters. Parallel computing addresses this issue and has become...
Chapman & Hall/CRC, 2008, -1173 p. The ability of parallel computing to process large data sets and handle time-consuming operations has resulted in unprecedented advances in biological and scientific computing, modeling, and simulations. Exploring these recent developments, the Handbook of Parallel Computing: Models, Algorithms, and Applications provides comprehensive coverage...
Springer, 1990. — 241 p. This book deals primarily with algorithmic techniques for SIMD and MIMD hypercubes. These techniques are described in detail in Chapter 2 and then used in subsequent chapters. Problems with application to image processing and pattern recognition are used to illustrate the use of the primitive hypercube operations developed in Chapter 2 . The primitive...
New Delhi: Alpha Science International, 2016. — 373 p. Field Programmable Gate Array (FPGAs) belong to the family of programmable logic devices and designing with FPGAs requires knowledge of digital design. The book begins with an overview of Boolean Algebra and Logic Design followed by topics on Programmable Logic Devices. Introduction to Field programmable devices is then...
Springer-Verlag Berlin Heidelberg, 2010. – 462 p. – ISBN: 9783642048173 Innovations in hardware architecture, like hyper-threading or multicore processors, mean that parallel computing resources are available for inexpensive desktop computers. In only a few years, many standard software products will be based on concepts of parallel programming implemented on such hardware, and...
2nd Edition. — Springer, 2013. — 522 p. — ISBN10: 3642378005. Innovations in hardware architecture, like hyper-threading or multicore processors, mean that parallel computing resources are available for inexpensive desktop computers. In only a few years, many standard software products will be based on concepts of parallel programming implemented on such hardware, and the range...
3 Auflage. — Springer-Verlag Berlin, 2012. — 532 s. Language: German Multiprozessor-Desktoprechner, Cluster von PCs und Innovationen wie Hyperthreading oder Multicore-Prozessoren machen parallele Rechenressourcen allgegenwärtig. Die Ausnutzung dieser Rechenleistung ist jedoch nur durch parallele Programmiertechniken möglich. Das Buch stellt diese Techniken für herkömmliche...
3rd edition. — Springer, 2023. — 563 p. — ISBN: 978-3-031-28923-1. 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...
2nd edition. — Springer, 2013. — 522 p. — ISBN: 978-3-642-37800-3. Innovations in hardware architecture, like hyper-threading or multicore processors, mean that parallel computing resources are available for inexpensive desktop computers. In only a few years, many standard software products will be based on concepts of parallel programming implemented on such hardware, and the...
New York: Chapman and Hall/CRC, 2019. — 683 p. This book contains an introduction to parallel computing using Fortran. Fortran supports three types of parallel modes of computation: Coarray, OpenMP and Message Passing Interface (MPI). All three modes of parallel computation have been discussed in this book. In addition, the first part of the book contains a discussion on the...
Springer, 2013. — 517 p. The aim of this book is to present in a comprehensive way basic notions, concepts and algorithms of distributed computing when the distributed entities cooperate by sending and receiving messages on top of an underlying network. In this case, the main difficulty comes from the physical distribution of the entities and the asynchrony of the environment...
O’Reilly, 2007. — 323 p. Multi-core processors have made parallel programming a topic of interest for every programmer. Computer systems without multiple processor cores have become relatively rare. This book is about a solution for C++ programmers that does not ask you to abandon C++ or require the direct use of raw, native threads. This book introduces Intel Threading...
Morgan Kaufmann, 2015. — 549 p. — ISBN: 9780128021187 High Performance Parallelism Pearls shows how to leverage parallelism on processors and coprocessors with the same programming – illustrating the most effective ways to better tap the computational potential of systems with Intel Xeon Phi coprocessors and Intel Xeon processors or other multicore processors. The book includes...
Apress, 2019. — 807 p. — ISBN: 978-1-4842-4397-8. 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....
Springer, 1998. — 311 p. Distributed Computing is rapidly becoming the principal computing paradigm in diverse areas of computing, communication, and control. Processor clusters, local and wide area networks, and the information highway evolved a new kind of problems which can be solved with distributed algorithms. In this textbook a variety of distributed algorithms are...
Manning Publications, 2021. — 704 p. — ISBN: 978-1617296468. Complex calculations, like training deep learning models or running large-scale simulations, can take an extremely long time. Efficient parallel programming can save hours — or even days — of computing time. Parallel and High-Performance Computing shows you how to deliver faster run-times, greater scalability, and...
Manning Publications, 2021. — 704 p. — ISBN: 978-1617296468. Complex calculations, like training deep learning models or running large-scale simulations, can take an extremely long time. Efficient parallel programming can save hours — or even days — of computing time. Parallel and High Performance Computing shows you how to deliver faster run-times, greater scalability, and...
Manning Publications, 2021. — 704 p. — ISBN: 978-1617296468. Complex calculations, like training deep learning models or running large-scale simulations, can take an extremely long time. Efficient parallel programming can save hours — or even days — of computing time. Parallel and High-Performance Computing shows you how to deliver faster run-times, greater scalability, and...
Manning Publications, 2020. — 511 p. — ISBN: 978-1617296468. About the Technology Modern computing hardware comes equipped with multicore CPUs and GPUs that can process numerous instruction sets simultaneously. Parallel computing takes advantage of this now-standard computer architecture to execute multiple operations at the same time, offering the potential for applications...
Springer, 2000. — 579 p. Motivation It is now possible to build powerful single-processor and multiprocessor systems and use them efficiently for data processing, which has seen an explosive expansion in many areas of computer science and engineering. One approach to meeting the performance requirements of the applications has been to utilize the most powerful single-processor...
InTech, 2010. — 298 p. — ISBN: 978-953-307-057-5. Parallel and distributed computing has offered the opportunity of solving a wide range of computationally intensive problems by increasing the computing power of sequential computers. Although important improvements have been achieved in this field in the last 30 years, there are still many unresolved issues. These issues arise...
Prentice Hall, 2005. — 605 p. Since Professor Hoare's book Communicating Sequential Processes was first published, his notation has been extensively used for teaching and applying concurrency theory. The most significant development since then has been the emergence of tools to support the teaching and industrial application of CSP. This has turned CSP from a notation used...
Springer, 2010. — 527 p. — (Texts in Computer Science). — ISBN: 978-1-84882-257-3. Communicating Sequential Processes (CSP) has been used extensively for teaching and applying concurrency theory, ever since the publication of the text Communicating Sequential Processes by C.A.R. Hoare in 1985. Both a programming language and a specification language, CSP helps users to...
Rossi F., Beek P.V., Walsh T. Elsevier Science; 1 edition (October 27, 2006). - 978 p. ISBN10: 0444527265 Constraint programming is a powerful paradigm for solving combinatorial search problems that draws on a wide range of techniques from artificial intelligence, computer science, databases, programming languages, and operations research. Constraint programming is currently...
Sachin Shetty, Xuebiao Yuchi, Min Song. Moving Target Defense for Distributed Systems Springer International Publishing Switzerland, 2016. — 92 p. — ISSN: 2366-1186 ISSN: 2366-1445 (electronic), ISBN: 978-3-319-31031-2, ISBN: 978-3-319-31032-9 (eBook) Distributed Systems are complex systems, and cyber attacks targeting these systems have devastating consequences. Several...
CRC Press, 2010. — 151 p. The book is an introduction to applications of field-programmable gate arrays (FPGAs) in various fields of research. It covers the principle of the FPGAs and their functionality. The main thrust is to give examples of applications, which range from small one-chip laboratory systems to large-scale applications in big science. They give testimony to the...
Springer, 1999. — 177 p. Scheduling in Parallel Computing Systems: Fuzzy and Annealing Techniques advocates the viability of using fuzzy and annealing methods in solving scheduling problems for parallel computing systems. The book proposes new techniques for both static and dynamic scheduling, using emerging paradigms that are inspired by natural phenomena such as fuzzy logic,...
New Jersey: Wiley-IEEE Computer Society Pr, 2011. — 305 p. This book assumes familiarity with threads (in a language such as Ada, C#, or Java) and introduces the entity-life modeling (ELM) design approach for certain kinds of multithreaded software. ELM focuses on "reactive systems," which continuously interact with the problem environment. These "reactive systems" include...
John Wiley, 2007. — 604. The computational universe surrounding us is clearly quite different from that envisioned by the designers of the large mainframes of half a century ago. Even the subsequent most futuristic visions of supercomputing and of parallel machines, which have guided the research drive and absorbed the research funding for so many years, are far from today’s...
Springer, 2017. — 284 p. — ISBN: 978-3-319-50461-2. The book describes a novel ideology and supporting information technology for integral management of both civil and defence-orientated large, distributed dynamic systems. The approach is based on a high-level Spatial Grasp Language, SGL, expressing solutions in physical, virtual, executive and combined environments in the form...
New York: Springer, 2020. — 271 p. XcalableMP is a directive-based parallel programming language based on Fortran and C, supporting a Partitioned Global Address Space (PGAS) model for distributed memory parallel systems. This open access book presents XcalableMP language from its programming model and basic concept to the experience and performance of applications described in...
Morgan Kaufmann, 2018. — 405 p. — ISBN: 978-0-12-849890-3. This book provides an upper-level introduction to parallel programming. In addition to covering general parallelism concepts, this text teaches practical programming skills for both shared memory and distributed memory architectures. The authors’ open-source system for automated code evaluation provides easy access to...
Morgan Kaufmann, 2018. — 405 p. This book provides an upper level introduction to parallel programming. In addition to covering general parallelism concepts, this text teaches practical programming skills for both shared memory and distributed memory architectures. The authors’ open-source system for automated code evaluation provides easy access to parallel computing...
Wiley-Interscience, 2000. — 320 p. This book supports advanced level courses on concurrency covering timed and untimed CSP. The first half introduces the language of CSP, the primary semantic models (traces, failures, divergences and infinite traces), and their use in the modeling, analysis and verification of concurrent systems. The second half of the book introduces time into...
Springer, 1988. — 236 p. It seems likely that parallel computers will have major impact on scientific computing. In fact, their potential for providing orders of magnitude more memory and CPU cycles at low cost is so large as to portend the possibility of completely revolutionizing our very concept of the outer limits of scientific computation. It is now conceivable that...
O’Reilly, 1998 — 466 p. Series: RISC Architectures, Optimization & Benchmarks The computing power that's available on the average desktop has exploded in the past few years. A typical PC has performance exceeding that of a multi-million dollar supercomputer a mere decade ago. To some people, that might mean that it's time to sit back and watch computers get faster: performance...
Springer, 2012. — 388 p. — ISBN: 1461448808. Distributed Programming: Theory and Practice presents a practical and rigorous method to develop distributed programs that correctly implement their specifications. The method also covers how to write specifications and how to use them. Numerous examples such as bounded buffers, distributed locks, message-passing services, and...
ACM, 2017. — 444 p. — ISBN10: 197000164X. Parallelism is the key to achieving high performance in computing. However, writing efficient and scalable parallel programs is notoriously difficult, and often requires significant expertise. To address this challenge, it is crucial to provide programmers with high-level tools to enable them to develop solutions easily, and at the same...
Independently published, 2021. — 314 p. — ISBN: 978-8464177437. This text is an introduction to the complex and emerging world of the Parallel and Distributed Computing. It helps you understand the principles and acquire the practical skills of MPI programming using the C/FORTAN programming language. My aim is for you to gain sufficient knowledge and experience to perform...
Cambridge University Press, 1995. — 209 p. — ISBN: 0521455111, 9780521455114 Using parallel machines is difficult because of their inherent complexity and because their architecture changes frequently. This book presents an integrated approach to developing software for parallel machines that addresses software issues and performance issues together. The author describes a...
CreateSpace Independent Publishing, 2017. — 490 p. — ISBN/ASIN: B06XC21FZV. Machine Learning is a method used to devise complex models and algorithms that lend themselves to prediction; in commercial use, this is known as predictive analytics. These analytical models allow researchers, data scientists, engineers, and analysts to produce reliable, repeatable decisions and...
CreateSpace Independent, North Charleston, USA, 2017. — 309 p. — ISBN/ASIN: B06XC2P9ZH. Predictive analytics encompasses a variety of statistical techniques from predictive modeling, machine learning, and data mining that analyze current and historical facts to make predictions about future or otherwise unknown events. In business, predictive models exploit patterns found in...
Oxford University Press, 1993. — 471 p. This book grew out of lecture notes for a course on parallel algorithms that I gave at Drexel University over a period of several years. I was frustrated by the lack of texts that had the focus that I wanted. Although the book also addresses some architectural issues, the main focus is on the development of parallel algorithms on...
Arcler Education Inc, 2019. — 290 p. — ISBN: 1774072270, 978-1774072271. Parallel Programming talks about a type of computation "parallel programming" and the parallel algorithm designed by technique "PCAM". It includes the description of parallel computer systems and parallelization of web compatibility tests in software development. It provides the reader with the...
Arcler Education Inc, 2019. — 290 p. — ISBN: 1774072270, 978-1774072271. Parallel Programming talks about a type of computation "parallel programming" and the parallel algorithm designed by technique "PCAM". It includes the description of parallel computer systems and parallelization of web compatibility tests in software development. It provides the reader with the...
Arcler Education Inc, 2019. — 290 p. — ISBN: 1774072270, 978-1774072271. Parallel Programming talks about a type of computation "parallel programming" and the parallel algorithm designed by technique "PCAM". It includes the description of parallel computer systems and parallelization of web compatibility tests in software development. It provides the reader with the...
Arcler Education Inc, 2019. — 290 p. — ISBN: 1774072270, 978-1774072271. Parallel Programming talks about a type of computation "parallel programming" and the parallel algorithm designed by technique "PCAM". It includes the description of parallel computer systems and parallelization of web compatibility tests in software development. It provides the reader with the...
Arcler Education Inc, 2019. — 290 p. — ISBN: 1774072270, 978-1774072271. Parallel Programming talks about a type of computation "parallel programming" and the parallel algorithm designed by technique "PCAM". It includes the description of parallel computer systems and parallelization of web compatibility tests in software development. It provides the reader with the...
Arcler Education Inc, 2019. — 290 p. — ISBN: 1774072270, 978-1774072271. Parallel Programming talks about a type of computation "parallel programming" and the parallel algorithm designed by technique "PCAM". It includes the description of parallel computer systems and parallelization of web compatibility tests in software development. It provides the reader with the...
Morgan Kaufmann, 2018. — 695 p. — ISBN: 978-0-12-420158-3. This book is a fully comprehensive and easily accessible treatment of high performance computing, covering fundamental concepts and essential knowledge while also providing key skills training. With this book, domain scientists will learn how to use supercomputers as a key tool in their quest for new knowledge. In...
Springer, 2014. — 873 p. — ISBN: 978-3-319-11196-4. This is Part One of a two volume set (LNCS 8630 and 8631) that constitutes the proceedings of the 14th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2014, held in Dalian, China, in August 2014 . The 70 revised papers presented in the two volumes were selected from 285 submissions. The...
Apress Media, 2014. — 391 p. — ISBN10: 1430264969, ISBN13: 978-1-4302-6497-2 (electronic). High Performance Computing (HPC) allows scientists and engineers to solve complex science, engineering, and business problems using applications that require high bandwidth, enhanced networking, and very high compute capabilities. AWS allows you to increase the speed of research by...
New York: Springer, 2018. — 182 p. This book introduces new compilation techniques, using the polyhedron model for the resource-adaptive parallel execution of loop programs on massively parallel processor arrays. The authors show how to compute optimal symbolic assignments and parallel schedules of loop iterations at compile time, for cases where the number of available cores...
Wiley, 2008 — 554 p. The growth in grid databases, coupled with the utility of parallel query processing, presents an important opportunity to understand and utilize high-performance parallel database processing within a major database management system (DBMS). This important new book provides readers with a fundamental understanding of parallelism in data-intensive...
Nova Science Pub, 2014. — 235 p. Parallel programming is designed for the use of parallel computer systems for solving time-consuming problems that cannot be solved on a sequential computer in a reasonable time. These problems can be divided into two classes: 1. Processing large data arrays (including processing images and signals in real time).2. Simulation of complex physical...
New York: Morgan & Claypool, 2018. — 108 p. Computers and computer networks are one of the most incredible inventions of the 20th century, having an ever-expanding role in our daily lives by enabling complex human activities in areas such as entertainment, education, and commerce. One of the most challenging problems in computer science for the 21st century is to improve the...
Springer, 2016. — 710 p. ISC High Performance 2016 International Workshops, ExaComm, E-MuCoCoS, HPC-IODC, IXPUG, IWOPH, P^3MA, VHPC, WOPSSS, Frankfurt, Germany, June 19–23, 2016, Revised Selected Papers. This book constitutes revised selected papers from 7 workshops that were held in conjunction with the ISC High Performance 2016 conference in Frankfurt, Germany, in June 2016....
Tel G. Introduction to Distributed Algorithms Cambridge University Press, 2000. — 610. Distributed systems and distributed information processing have received considerable attention in the past few years, and almost every university offers at least one course on the design of distributed algorithms. There exist a large number of books about principles of distributed systems;...
New York: Springer, 2018. — 363 p. Advancements in microprocessor architecture, interconnection technology, and software development have fueled rapid growth in parallel and distributed computing. However, this development is only of practical benefit if it is accompanied by progress in the design, analysis and programming of parallel algorithms. This concise textbook provides,...
Springer, 2009. — 530 p. The use of parallel programming and architectures is essential for simulating and solving problems in modern computational practice. There has been rapid progress in microprocessor architecture, interconnection technology and software development, which are influencing directly the rapid growth of parallel and distributed computing. However, in order to...
Springer, 2018. —263 p. — ISBN: 3319988328. Advancements in microprocessor architecture, interconnection technology, and software development have fueled rapid growth in parallel and distributed computing. However, this development is only of practical benefit if it is accompanied by progress in the design, analysis and programming of parallel algorithms. This concise textbook...
Springer, 2018. — 263 p. — ISBN: 3319988328. Advancements in microprocessor architecture, interconnection technology, and software development have fueled rapid growth in parallel and distributed computing. However, this development is only of practical benefit if it is accompanied by progress in the design, analysis and programming of parallel algorithms. This concise textbook...
North-Holland, 1990, -320 p. During the last decade, parallel computing has become a hot topic within computational and applied mathematics. This is, of course, heavily influenced by the fact that several parallel architectures have become commercially available, which has led to a demand for efficient parallel algorithms. Parallel architectures have been developed because...
The MIT Press, 2013. — 291 p. — ISBN: 0262018985, 9780262018982 Starting from the premise that understanding the foundations of concurrent programming is key to developing distributed computing systems, this book first presents the fundamental theories of concurrent computing and then introduces the programming languages that help develop distributed computing systems at a high...
Chapman & Hall/CRC Press, 2013. — 721 p. — (Computational Science Series). — ISBNr-13: 978-1-4665-6835-8. The book focuses on the ecosystems surrounding the world’s leading centers for high performance computing (HPC). It covers many of the important factors involved in each ecosystem: computer architectures, software, applications, facilities, and sponsors. The first part of...
CRC Press, 2015. — 242 p. — (Chapman & Hall/CRC Computational Science). — ISBN13: 9781498700634. This second volume of material captures a snapshot of the rich history of practice in Contemporary High-Performance Computing. As evidenced in the chapters of this book, High-Performance Computing (HPC) continues to ourish, both in industry and research, both domestically and...
Boca Raton: CRC Press, 2019. — 478 p. Contemporary High Performance Computing: From Petascale toward Exascale, Volume 3 focuses on the ecosystems surrounding the world’s leading centers for high performance computing (HPC). It covers many of the important factors involved in each ecosystem: computer architectures, software, applications, facilities, and sponsors. This third...
2nd. ed. — Sunnyvale (CA): Colfax International, 2019. — 507 p. Welcome to the Colfax Developer Training ! You are holding in your hands or browsing on your computer screen a comprehensive set of training materials for this training program. This document will guide you to the mastery of parallel programming with Intel Xeon family products: Intel Xeon processors and Intel Xeon...
2nd Edition. — Colfax International, 2015. — 508 p. — ISBN10: 098852340X, ISBN13: 978-0-9885234-3-2. Example-based intensive guide for programming Intel Xeon Phi coprocessors. Introduction to task- and data-parallel programming with MPI, OpenMP, Intel Cilk Plus, and automatic vectorization with the Intel C++ compiler. Extensive discussions of high performance computing (HPC)...
2nd Edition. — Colfax International, 2015. — 508 p. — ISBN10: 098852340X, ISBN13: 978-0-9885234-3-2. Example-based intensive guide for programming Intel Xeon Phi coprocessors. Introduction to task- and data-parallel programming with MPI, OpenMP, Intel Cilk Plus, and automatic vectorization with the Intel C++ compiler. Extensive discussions of high performance computing (HPC)...
New York: Springer, 2019. — 747 p. This book constitutes the refereed post-conference proceedings of the 5th Russian Supercomputing Days, RuSCDays 2019, held in Moscow, Russia, in September 2019. The 60 revised full papers presented were carefully reviewed and selected from 127 submissions. The papers are organized in the following topical sections: parallel algorithms;...
Prentice Hall, 2000 — 377 p. This book is written for programmers who want to get high performance from the software they write. The optimization techniques discussed are applicable to all computers, but are of most interest to designers of software for high performance computers, since they are most concerned with high performance. The main focus is on Unix, though since...
Morgan Kaufmann/Elsevier, 2024. — 648 p. — ISBN: 978-0-443-21515-5. Handbook of Truly Concurrent Process Algebra provides readers with a detailed and in-depth explanation of the algebra used for concurrent computing. This complete handbook is divided into five Parts: Algebraic Theory for Reversible Computing, Probabilistic Process Algebra for True Concurrency, Actors – A...
Morgan Kaufmann/Elsevier, 2024. — 200 p. — ISBN: 978-0-443-24814-6. The theory of Structured Parallel Programming is a comprehensive guide to structured parallel programming corresponding to traditional structured sequential programming. The book provides readers with comprehensive coverage of the theoretical foundations of structured parallel programming, including analyses of...
Morgan Kaufmann/Elsevier, 2024. — 158 p. — ISBN: 978-0-443-24814-6. The theory of Structured Parallel Programming is a comprehensive guide to structured parallel programming corresponding to traditional structured sequential programming. The book provides readers with comprehensive coverage of the theoretical foundations of structured parallel programming, including analyses of...
Morgan Kaufmann, 2024. — 474 p. — ISBN-13: 978-0-443-33068-1. Truly Concurrent Process Algebra with Localities introduces localities into truly concurrent process algebras. The book explores all aspects of localities in truly concurrent process algebras, such as Calculus for True Concurrency (CTC), which is a generalization of CCS for true concurrency, Algebra of Parallelism...
Zurich: ETH, 2016. — 321 p. What is Distributed Computing? Course Overview Problem & Model Coloring Trees Broadcast Convergecast BFS Tree Construction MST Construction Anonymous Leader Election Anonymous Ring Lower Bounds Synchronous Ring Array & Mesh Sorting Networks Counting Networks Model Mutual Exclusion Problem Definition Splitters Binary Splitter Tree Splitter Matrix...
Morgan Kaufmann, 2002. — 880. This book is a major advance for transaction processing. It synthesizes and organizes the last three decades of research into a rigorous and consistent presentation. It unifies concurrency control and recovery for both the page and object models. As the copious references show, this unification has been the labor of many researchers in addition to...
Springer, 2021. — 302 p. — (Undergraduate Topics in Computer Science). — ISBN: 978-3-030-76193-6. New insight in many scientific and engineering fields is unthinkable without the use of numerical simulations running efficiently on modern computers. The faster we get new results, the bigger and more accurate are the problems that we can solve. It is the combination of...
Edison: SciTech Publishing, 2014. — 250 p. Development of computer science techniques has significantly enhanced computational electromagnetic methods in recent years. The multi-core CPU computers and multiple CPU work stations are popular today for scientific research and engineering computing. How to achieve the best performance on the existing hardware platforms, however, is...
Manning Publications, 2010. — 528 p. With the new C++ Standard and Technical Report 2 (TR2), multi-threading is coming to C++ in a big way. TR2 will provide higher-level synchronization facilities that allow for a much greater level of abstraction, and make programming multi-threaded applications simpler and safer. As a guide and reference to the new concurrency features in the...
Manning Publications, 2012. — 528 p. C++ Concurrency in Action is a reference and guide to the new C++ 11 Standard for experienced C++ programmers as well as those who have never written multithreaded code. This book will show you how to write robust multithreaded applications in C++ while avoiding many common pitfalls. About the Technology Multiple processors with multiple...
Springer, 2009. — 244 p. — ISBN: 978-3-540-79453-0, 978-7-308-05830-8. Covers scientific issues of semantic grid systems, followed by two basic technical issues, data-level semantic mapping, and service-level semantic interoperating. This work introduces two killer applications to show how to build a semantic grid for specific application domains. Knowledge Representation for...
Springer, 2019. — 257 p. — 978-981-13-6556-0. This book focuses on scheduling algorithms for parallel applications on heterogeneous distributed systems, and addresses key scheduling requirements – high performance, low energy consumption, real time, and high reliability – from the perspectives of both theory and engineering practice. Further, it examines two typical application...
Solihin Publishing, 2009. — 547 p. The world of parallel computers is undergoing a significant change. Parallel computers started as high end supercomputing systems mainly used for scientific computation. Recently, the trend towards multicore design has enabled the implementation of a parallel computer on a single chip. Recently, the trend towards multicore design has enabled...
Springer, 2023. — 259 p. — ISBN: 978-981-99-4365-4. This book presents a hybrid static-dynamic approach for efficient performance analysis of parallel applications on HPC systems. Performance analysis is essential to finding performance bottlenecks and understanding the performance behaviors of parallel applications on HPC systems. However, current performance analysis...
Wiley, 2014. — 368 p. — ISBN: 1118549430, 9781118549438 This book covers the most essential techniques for designing and building dependable distributed systems. Instead of covering a broad range of research works for each dependability strategy, the book focuses only a selected few (usually the most seminal works, the most practical approaches, or the first publication of each...
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