Pdf ebook: Parallelism in Matrix Computations

Pdf download ebook Parallelism in Matrix Computations

Summary: This book is primarily intended as a research monograph that could also be used in graduate courses for the design of parallel algorithms in matrix computa

  • Author : N.a
  • Publisher: Springer
  • ISBN: 940177188X
  • Genre: Mathematics
  • Number of Pages: 473
  • Language: English
  • Views: 1468
  • Downloads: 1468
  • GET BOOK

Description: This book is primarily intended as a research monograph that could also be used in graduate courses for the design of parallel algorithms in matrix computations. It assumes general but not extensive knowledge of numerical linear algebra, parallel architectures, and parallel programming paradigms. The book consists of four parts: (I) Basics; (II) Dense and Special Matrix Computations; (III) Sparse Matrix Computations; and (IV) Matrix functions and characteristics. Part I deals with parallel programming paradigms and fundamental kernels, including reordering schemes for sparse matrices. Part II is devoted to dense matrix computations such as parallel algorithms for solving linear systems, linear least squares, the symmetric algebraic eigenvalue problem, and the singular-value decomposition. It also deals with the development of parallel algorithms for special linear systems such as banded ,Vandermonde ,Toeplitz ,and block Toeplitz systems. Part III addresses sparse matrix computations: (a) the development of parallel iterative linear system solvers with emphasis on scalable preconditioners, (b) parallel schemes for obtaining a few of the extreme eigenpairs or those contained in a given interval in the spectrum of a standard or generalized symmetric eigenvalue problem, and (c) parallel methods for computing a few of the extreme singular triplets. Part IV focuses on the development of parallel algorithms for matrix functions and special characteristics such as the matrix pseudospectrum and the determinant. The book also reviews the theoretical and practical background necessary when designing these algorithms and includes an extensive bibliography that will be useful to researchers and students alike. The book brings together many existing algorithms for the fundamental matrix computations that have a proven track record of efficient implementation in terms of data locality and data transfer on state-of-the-art systems, as well as several algorithms that are presented for the first time, focusing on the opportunities for parallelism and algorithm robustness.


Pdf ebook: Parallel Algorithms in Computational Science and Engineering

Pdf download ebook Parallel Algorithms in Computational Science and Engineering

Summary: This contributed volume highlights two areas of fundamental interest in high-performance computing: core algorithms for important kernels and computational

  • Author : Ananth Grama,Ahmed H. Sameh
  • Publisher: Springer Nature
  • ISBN: 3030437361
  • Genre: Computers
  • Number of Pages: 417
  • Language: English
  • Views: 1503
  • Downloads: 1503
  • GET BOOK

Description: This contributed volume highlights two areas of fundamental interest in high-performance computing: core algorithms for important kernels and computationally demanding applications. The first few chapters explore algorithms, numerical techniques, and their parallel formulations for a variety of kernels that arise in applications. The rest of the volume focuses on state-of-the-art applications from diverse domains. By structuring the volume around these two areas, it presents a comprehensive view of the application landscape for high-performance computing, while also enabling readers to develop new applications using the kernels. Readers will learn how to choose the most suitable parallel algorithms for any given application, ensuring that theory and practicality are clearly connected. Applications using these techniques are illustrated in detail, including: Computational materials science and engineering Computational cardiovascular analysis Multiscale analysis of wind turbines and turbomachinery Weather forecasting Machine learning techniques Parallel Algorithms in Computational Science and Engineering will be an ideal reference for applied mathematicians, engineers, computer scientists, and other researchers who utilize high-performance computing in their work.


Pdf ebook: Parallel Algorithms for Matrix Computations

Pdf download ebook Parallel Algorithms for Matrix Computations

Summary: Describes a selection of important parallel algorithms for matrix computations. Reviews the current status and provides an overall perspective of parallel

  • Author : K. Gallivan,M. Heath,E. Ng,B. Peyton,R. Plemmons,J. Ortega,C. Romine,A. Sameh,R. Voigt
  • Publisher: SIAM
  • ISBN: 9781611971705
  • Genre: Algorithms
  • Number of Pages: 197
  • Language: English
  • Views: 551
  • Downloads: 551
  • GET BOOK

Description: Describes a selection of important parallel algorithms for matrix computations. Reviews the current status and provides an overall perspective of parallel algorithms for solving problems arising in the major areas of numerical linear algebra, including (1) direct solution of dense, structured, or sparse linear systems, (2) dense or structured least squares computations, (3) dense or structured eigenvaluen and singular value computations, and (4) rapid elliptic solvers. The book emphasizes computational primitives whose efficient execution on parallel and vector computers is essential to obtain high performance algorithms. Consists of two comprehensive survey papers on important parallel algorithms for solving problems arising in the major areas of numerical linear algebra--direct solution of linear systems, least squares computations, eigenvalue and singular value computations, and rapid elliptic solvers, plus an extensive up-to-date bibliography (2,000 items) on related research.


Pdf ebook: Computational Mathematics, Numerical Analysis and Applications

Pdf download ebook Computational Mathematics, Numerical Analysis and Applications

Summary: The first part of this volume gathers the lecture notes of the courses of the “XVII Escuela Hispano-Francesa”, held in Gijón, Spain, in June 2016. Eac

  • Author : Mariano Mateos,Pedro Alonso
  • Publisher: Springer
  • ISBN: 331949631X
  • Genre: Mathematics
  • Number of Pages: 254
  • Language: English
  • Views: 1032
  • Downloads: 1032
  • GET BOOK

Description: The first part of this volume gathers the lecture notes of the courses of the “XVII Escuela Hispano-Francesa”, held in Gijón, Spain, in June 2016. Each chapter is devoted to an advanced topic and presents state-of-the-art research in a didactic and self-contained way. Young researchers will find a complete guide to beginning advanced work in fields such as High Performance Computing, Numerical Linear Algebra, Optimal Control of Partial Differential Equations and Quantum Mechanics Simulation, while experts in these areas will find a comprehensive reference guide, including some previously unpublished results, and teachers may find these chapters useful as textbooks in graduate courses. The second part features the extended abstracts of selected research work presented by the students during the School. It highlights new results and applications in Computational Algebra, Fluid Mechanics, Chemical Kinetics and Biomedicine, among others, offering interested researchers a convenient reference guide to these latest advances.


Pdf ebook: Matrix Computations on Systolic-Type Arrays

Pdf download ebook Matrix Computations on Systolic-Type Arrays

Summary: Matrix Computations on Systolic-Type Arrays provides a framework which permits a good understanding of the features and limitations of processor arrays for

  • Author : Jaime Moreno,Tomás Lang
  • Publisher: Springer Science & Business Media
  • ISBN: 1461536103
  • Genre: Technology & Engineering
  • Number of Pages: 280
  • Language: English
  • Views: 1979
  • Downloads: 1979
  • GET BOOK

Description: Matrix Computations on Systolic-Type Arrays provides a framework which permits a good understanding of the features and limitations of processor arrays for matrix algorithms. It describes the tradeoffs among the characteristics of these systems, such as internal storage and communication bandwidth, and the impact on overall performance and cost. A system which allows for the analysis of methods for the design/mapping of matrix algorithms is also presented. This method identifies stages in the design/mapping process and the capabilities required at each stage. Matrix Computations on Systolic-Type Arrays provides a much needed description of the area of processor arrays for matrix algorithms and of the methods used to derive those arrays. The ideas developed here reduce the space of solutions in the design/mapping process by establishing clear criteria to select among possible options as well as by a-priori rejection of alternatives which are not adequate (but which are considered in other approaches). The end result is a method which is more specific than other techniques previously available (suitable for a class of matrix algorithms) but which is more systematic, better defined and more effective in reaching the desired objectives. Matrix Computations on Systolic-Type Arrays will interest researchers and professionals who are looking for systematic mechanisms to implement matrix algorithms either as algorithm-specific structures or using specialized architectures. It provides tools that simplify the design/mapping process without introducing degradation, and that permit tradeoffs between performance/cost measures selected by the designer.


Pdf ebook: Parallel Algorithms for Matrix Computations

Pdf download ebook Parallel Algorithms for Matrix Computations

Summary: Describes a selection of important parallel algorithms for matrix computations. Reviews the current status and provides an overall perspective of parallel

  • Author : K. Gallivan,M. Heath,E. Ng,B. Peyton,R. Plemmons,J. Ortega,C. Romine,A. Sameh,R. Voigt
  • Publisher: SIAM
  • ISBN: 9781611971705
  • Genre: Algorithms
  • Number of Pages: 197
  • Language: English
  • Views: 1122
  • Downloads: 1122
  • GET BOOK

Description: Describes a selection of important parallel algorithms for matrix computations. Reviews the current status and provides an overall perspective of parallel algorithms for solving problems arising in the major areas of numerical linear algebra, including (1) direct solution of dense, structured, or sparse linear systems, (2) dense or structured least squares computations, (3) dense or structured eigenvaluen and singular value computations, and (4) rapid elliptic solvers. The book emphasizes computational primitives whose efficient execution on parallel and vector computers is essential to obtain high performance algorithms. Consists of two comprehensive survey papers on important parallel algorithms for solving problems arising in the major areas of numerical linear algebra--direct solution of linear systems, least squares computations, eigenvalue and singular value computations, and rapid elliptic solvers, plus an extensive up-to-date bibliography (2,000 items) on related research.


Pdf ebook: Numerical Analysis and Parallel Processing

Pdf download ebook Numerical Analysis and Parallel Processing

Summary: Each week of this three week meeting was a self-contained event, although each had the same underlying theme - the effect of parallel processing on numeric

  • Author : Peter R. Turner
  • Publisher: Springer
  • ISBN: 3540467327
  • Genre: Mathematics
  • Number of Pages: 268
  • Language: English
  • Views: 1848
  • Downloads: 1848
  • GET BOOK

Description: Each week of this three week meeting was a self-contained event, although each had the same underlying theme - the effect of parallel processing on numerical analysis. Each week provided the opportunity for intensive study to broaden participants' research interests or deepen their understanding of topics of which they already had some knowledge. There was also the opportunity for continuing individual research in the stimulating environment created by the presence of several experts of international stature. This volume contains lecture notes for most of the major courses of lectures presented at the meeting; they cover topics in parallel algorithms for large sparse linear systems and optimization, an introductory survey of level-index arithmetic and superconvergence in the finite element method.


Pdf ebook: The Art of High Performance Computing for Computational Science, Vol. 1

Pdf download ebook The Art of High Performance Computing for Computational Science, Vol. 1

Summary: This book provides basic and practical techniques of parallel computing and related methods of numerical analysis for researchers who conduct numerical cal

  • Author : Masaaki Geshi
  • Publisher: Springer
  • ISBN: 9811361940
  • Genre: Computers
  • Number of Pages: 219
  • Language: English
  • Views: 1219
  • Downloads: 1219
  • GET BOOK

Description: 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 science, meteorology, disaster prevention, and manufacturing. In particular, those who develop software code in these areas will find this book useful. The contents are suitable for graduate students and researchers in computational science rather than novices at programming or informed experts in computer science. Starting with an introduction to the recent trends in computer architecture and parallel processing, Chapter 1 explains the basic knowledge of speedup programs with simple examples of numerical computing. Chapters 2 – 4 detail the basics of parallel programming, the message passing interface (MPI), and OpenMP and discuss hybrid parallelization techniques. Showing an actual example of adaptation, Chapter 5 gives an overview of performance tuning and communication optimizations. To deal with dense matrix calculations, Chapter 6 details the basics and practice of linear algebra calculation libraries BLAS and LAPACK, including some examples that can be easily reproduced by readers using free software. Focusing on sparse matrix calculations, Chapter 7 explains high performance algorithms for numerical linear algebra. Chapter 8 introduces the fast Fourier transform in large-scale systems from the basics. Chapter 9 explains optimization and related topics such as debug methods and version control systems. Chapter 10 discusses techniques for increasing computation accuracy as an essential topic in numerical calculation. This is the first of the two volumes that grew out of a series of lectures in the K computer project in Japan. The second volume will focus on advanced techniques and examples of applications in materials science.


Pdf ebook: Parallel Processing, 1980 to 2020

Pdf download ebook Parallel Processing, 1980 to 2020

Summary: 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 st

  • Author : Robert Kuhn,David Padua
  • Publisher: Morgan & Claypool Publishers
  • ISBN: 1681739763
  • Genre: Computers
  • Number of Pages: 166
  • Language: English
  • Views: 1874
  • Downloads: 1874
  • GET BOOK

Description: 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 clusters now approaching an exaflop, to multicore microprocessors, and Graphic Processing Units (GPUs) in commodity personal devices; parallel programming notations such as OpenMP, MPI message passing, and CUDA streaming notation; and seven parallel applications, such as finite element analysis and computer vision. Some things that looked like they would be major trends in 1981, such as big Single Instruction Multiple Data arrays disappeared for some time but have been revived recently in deep neural network processors. There are now major trends that did not exist in 1980, such as GPUs, distributed memory machines, and parallel processing in nearly every commodity device. This book is intended for those that already have some knowledge of parallel processing today and want to learn about the history of the three areas. In parallel hardware, every major parallel architecture type from 1980 has scaled-up in performance and scaled-out into commodity microprocessors and GPUs, so that every personal and embedded device is a parallel processor. There has been a confluence of parallel architecture types into hybrid parallel systems. Much of the impetus for change has been Moore’s Law, but as clock speed increases have stopped and feature size decreases have slowed down, there has been increased demand on parallel processing to continue performance gains. In programming notations and compilers, we observe that the roots of today’s programming notations existed before 1980. And that, through a great deal of research, the most widely used programming notations today, although the result of much broadening of these roots, remain close to target system architectures allowing the programmer to almost explicitly use the target’s parallelism to the best of their ability. The parallel versions of applications directly or indirectly impact nearly everyone, computer expert or not, and parallelism has brought about major breakthroughs in numerous application areas. Seven parallel applications are studied in this book.


Pdf ebook: Computer Aided Design in Control Systems 1988

Pdf download ebook Computer Aided Design in Control Systems 1988

Summary: This volume contains 73 papers, presenting the state of the art in computer-aided design in control systems (CADCS). The latest information and exchange of

  • Author : Zhen-Yu Chen
  • Publisher: Elsevier
  • ISBN: 1483298795
  • Genre: Technology & Engineering
  • Number of Pages: 481
  • Language: English
  • Views: 309
  • Downloads: 309
  • GET BOOK

Description: This volume contains 73 papers, presenting the state of the art in computer-aided design in control systems (CADCS). The latest information and exchange of ideas presented at the Symposium illustrates the development of computer-aided design science and technology within control systems. The Proceedings contain six plenary papers and six special invited papers, and the remainder are divided into five themes: CADCS packages; CADCS software and hardware; systems design methods; CADCS expert systems; CADCS applications, with finally a discussion on CADCS in education and research.


Pdf ebook: Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms

Pdf download ebook Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms

Summary: Numerical linear algebra, digital signal processing, and parallel algorithms are three disciplines with a great deal of activity in the last few years. The

  • Author : Gene H. Golub,Paul Van Dooren
  • Publisher: Springer Science & Business Media
  • ISBN: 3642755364
  • Genre: Computers
  • Number of Pages: 729
  • Language: English
  • Views: 1546
  • Downloads: 1546
  • GET BOOK

Description: Numerical linear algebra, digital signal processing, and parallel algorithms are three disciplines with a great deal of activity in the last few years. The interaction between them has been growing to a level that merits an Advanced Study Institute dedicated to the three areas together. This volume gives an account of the main results in this interdisciplinary field. The following topics emerged as major themes of the meeting: - Singular value and eigenvalue decompositions, including applications, - Toeplitz matrices, including special algorithms and architectures, - Recursive least squares in linear algebra, digital signal processing and control, - Updating and downdating techniques in linear algebra and signal processing, - Stability and sensitivity analysis of special recursive least squares problems, - Special architectures for linear algebra and signal processing. This book contains tutorials on these topics given by leading scientists in each of the three areas. A consider- able number of new research results are presented in contributed papers. The tutorials and papers will be of value to anyone interested in the three disciplines.


Pdf ebook: Architecture of High Performance Computers Volume II

Pdf download ebook Architecture of High Performance Computers Volume II

Summary:

  • Author : R. IBBETT
  • Publisher: Springer
  • ISBN: 148996701X
  • Genre: Computers
  • Number of Pages: 209
  • Language: English
  • Views: 1828
  • Downloads: 1828
  • GET BOOK

Description:


Pdf ebook: Parallel Computations

Pdf download ebook Parallel Computations

Summary: Parallel Computations focuses on parallel computation, with emphasis on algorithms used in a variety of numerical and physical applications and for many di

  • Author : Garry Rodrigue
  • Publisher: Elsevier
  • ISBN: 1483276643
  • Genre: Reference
  • Number of Pages: 416
  • Language: English
  • Views: 1540
  • Downloads: 1540
  • GET BOOK

Description: Parallel Computations focuses on parallel computation, with emphasis on algorithms used in a variety of numerical and physical applications and for many different types of parallel computers. Topics covered range from vectorization of fast Fourier transforms (FFTs) and of the incomplete Cholesky conjugate gradient (ICCG) algorithm on the Cray-1 to calculation of table lookups and piecewise functions. Single tridiagonal linear systems and vectorized computation of reactive flow are also discussed. Comprised of 13 chapters, this volume begins by classifying parallel computers and describing techniques for performing matrix operations on them. The reader is then introduced to FFTs and the tridiagonal linear system as well as the ICCG method. Different versions of the conjugate gradient method for solving the time-dependent diffusion equation are considered. Subsequent chapters deal with two- and three-dimensional fluid flow calculations, paying particular attention to the principal issues in designing efficient numerical methods for hydrodynamic calculations; the decisions that a numerical modeler must make to optimize chemically reactive flow simulations; and how to handle disk-to-core data transfer and storage allocation for the solution of the implicit equations for three-dimensional flows. The book also describes the time-split finite difference scheme for solving the two-dimensional Navier-Stokes equation for flows through slotted nozzles. Finally, the large-scale stimulation of plasmas, as carried out on a small computer with an array processor, is discussed. This monograph should be of interest to specialists in computer science.


Pdf ebook: Parallel Scientific Computation

Pdf download ebook Parallel Scientific Computation

Summary: Building upon the wide-ranging success of the first edition, Parallel Scientific Computation presents a single unified approach to using a range of paralle

  • Author : Rob H. Bisseling
  • Publisher: Oxford University Press
  • ISBN: 0191092576
  • Genre: Computers
  • Number of Pages: 416
  • Language: English
  • Views: 555
  • Downloads: 555
  • GET BOOK

Description: 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 and implement parallel algorithms in the areas of scientific computing and big data, and provides a full treatment of core problems in these areas, starting from a high-level problem description, via a sequential solution algorithm to a parallel solution algorithm and an actual parallel program written in BSPlib. Every chapter of the book contains a theoretical section and a practical section presenting a parallel program and numerical experiments on a modern parallel computer to put the theoretical predictions and cost analysis to the test. Every chapter also presents extensive bibliographical notes with additional discussions and pointers to relevant literature, and numerous exercises which are suitable as graduate student projects. The second edition provides new material relevant for big-data science such as sorting and graph algorithms, and it provides a BSP approach towards new hardware developments such as hierarchical architectures with both shared and distributed memory. A single, simple hybrid BSP system suffices to handle both types of parallelism efficiently, and there is no need to master two systems, as often happens in alternative approaches. Furthermore, the second edition brings all algorithms used up to date, and it includes new material on high-performance linear system solving by LU decomposition, and improved data partitioning for sparse matrix computations. The book is accompanied by a software package BSPedupack, freely available online from the author's homepage, which contains all programs of the book and a set of test driver programs. This package written in C can be run using modern BSPlib implementations such as MulticoreBSP for C or BSPonMPI.


Pdf ebook: Supercomputing Frontiers

Pdf download ebook Supercomputing Frontiers

Summary: It constitutes the refereed proceedings of the 4th Asian Supercomputing Conference, SCFA 2018, held in Singapore in March 2018. Supercomputing Frontiers wi

  • Author : Rio Yokota,Weigang Wu
  • Publisher: Springer
  • ISBN: 3319699539
  • Genre: Computers
  • Number of Pages: 293
  • Language: English
  • Views: 1560
  • Downloads: 1560
  • GET BOOK

Description: It constitutes the refereed proceedings of the 4th Asian Supercomputing Conference, SCFA 2018, held in Singapore in March 2018. Supercomputing Frontiers will be rebranded as Supercomputing Frontiers Asia (SCFA), which serves as the technical programme for SCA18. The technical programme for SCA18 consists of four tracks: Application, Algorithms & Libraries Programming System Software Architecture, Network/Communications & Management Data, Storage & Visualisation The 20 papers presented in this volume were carefully reviewed nd selected from 60 submissions.


Pdf ebook: Parallel Computer Architecture

Pdf download ebook Parallel Computer Architecture

Summary: The most exciting development in parallel computer architecture is the convergence of traditionally disparate approaches on a common machine structure. Thi

  • Author : David Culler,Jaswinder Pal Singh,Anoop Gupta
  • Publisher: Elsevier
  • ISBN: 008057307X
  • Genre: Computers
  • Number of Pages: 1056
  • Language: English
  • Views: 1201
  • Downloads: 1201
  • GET BOOK

Description: The most exciting development in parallel computer architecture is the convergence of traditionally disparate approaches on a common machine structure. This book explains the forces behind this convergence of shared-memory, message-passing, data parallel, and data-driven computing architectures. It then examines the design issues that are critical to all parallel architecture across the full range of modern design, covering data access, communication performance, coordination of cooperative work, and correct implementation of useful semantics. It not only describes the hardware and software techniques for addressing each of these issues but also explores how these techniques interact in the same system. Examining architecture from an application-driven perspective, it provides comprehensive discussions of parallel programming for high performance and of workload-driven evaluation, based on understanding hardware-software interactions. synthesizes a decade of research and development for practicing engineers, graduate students, and researchers in parallel computer architecture, system software, and applications development presents in-depth application case studies from computer graphics, computational science and engineering, and data mining to demonstrate sound quantitative evaluation of design trade-offs describes the process of programming for performance, including both the architecture-independent and architecture-dependent aspects, with examples and case-studies illustrates bus-based and network-based parallel systems with case studies of more than a dozen important commercial designs


Pdf ebook: Recent Advances in Parallel Virtual Machine and Message Passing Interface

Pdf download ebook Recent Advances in Parallel Virtual Machine and Message Passing Interface

Summary: The message passing paradigm is the most frequently used approach to develop high-performancecomputing applications on paralleland distributed computing ar

  • Author : Dieter Kranzlmüller,Peter Kacsuk,Jack Dongarra
  • Publisher: Springer
  • ISBN: 3540302182
  • Genre: Computers
  • Number of Pages: 458
  • Language: English
  • Views: 1493
  • Downloads: 1493
  • GET BOOK

Description: The message passing paradigm is the most frequently used approach to develop high-performancecomputing applications on paralleland distributed computing architectures. Parallel Virtual Machine (PVM) and Message Passing Interface (MPI) are the two main representatives in this domain. This volume comprises 50 selected contributions presented at the 11th - ropean PVM/MPI Users’ Group Meeting, which was held in Budapest, H- gary, September 19–22, 2004. The conference was organized by the Laboratory of Parallel and Distributed Systems (LPDS) at the Computer and Automation Research Institute of the Hungarian Academy of Sciences (MTA SZTAKI). The conference was previously held in Venice, Italy (2003), Linz, Austria (2002), Santorini, Greece (2001), Balatonfu ̈red, Hungary (2000), Barcelona, Spain (1999), Liverpool, UK (1998), and Krakow,Poland (1997).The ?rst three conferences were devoted to PVM and were held in Munich, Germany (1996), Lyon, France (1995), and Rome, Italy (1994). In its eleventh year, this conference is well established as the forum for users and developers of PVM, MPI, and other messagepassing environments.Inter- tionsbetweenthesegroupshaveprovedtobeveryusefulfordevelopingnewideas in parallel computing, and for applying some of those already existent to new practical?elds.Themaintopicsofthe meeting wereevaluationandperformance of PVM and MPI, extensions, implementations and improvements of PVM and MPI, parallel algorithms using the message passing paradigm, and parallel - plications in science and engineering. In addition, the topics of the conference were extended to include cluster and grid computing, in order to re?ect the importance of this area for the high-performance computing community.


Pdf ebook: Languages and Compilers for Parallel Computing

Pdf download ebook Languages and Compilers for Parallel Computing

Summary: This book constitutes the thoroughly refereed post-proceedings of the 19th International Workshop on Languages and Compilers for Parallel Computing, LCPC 2

  • Author : Gheorghe Almási,Calin Cascaval,Peng Wu
  • Publisher: Springer
  • ISBN: 3540725210
  • Genre: Computers
  • Number of Pages: 366
  • Language: English
  • Views: 1354
  • Downloads: 1354
  • GET BOOK

Description: This book constitutes the thoroughly refereed post-proceedings of the 19th International Workshop on Languages and Compilers for Parallel Computing, LCPC 2006, held in New Orleans, LA, USA in November 2006. The 24 revised full papers presented together with two keynote talks cover programming models, code generation, parallelism, compilation techniques, data structures, register allocation, and memory management.


Pdf ebook: Parallel Processing in Computational Mechanics

Pdf download ebook Parallel Processing in Computational Mechanics

Summary: Introduces mechanical engineers to high-performance computing using the new generation of computers with vector and parallel processing capabilities that a

  • Author : Hojjat Adeli
  • Publisher: CRC Press
  • ISBN: 1000147886
  • Genre: Computers
  • Number of Pages: 376
  • Language: English
  • Views: 407
  • Downloads: 407
  • GET BOOK

Description: Introduces mechanical engineers to high-performance computing using the new generation of computers with vector and parallel processing capabilities that allow the solution to problems beyond the ken of traditional computers. The chapters present an introduction and overview, explain several methodo


Pdf ebook: Parallel Processing and Applied Mathematics

Pdf download ebook Parallel Processing and Applied Mathematics

Summary: This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Parallel Processing and Applied Mathematic

  • Author : Roman Wyrzykowski,Jack Dongarra,Konrad Karczewski,Jerzy Wasniewski
  • Publisher: Springer
  • ISBN: 3540681116
  • Genre: Computers
  • Number of Pages: 1418
  • Language: English
  • Views: 757
  • Downloads: 757
  • GET BOOK

Description: This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Parallel Processing and Applied Mathematics, PPAM 2007, held in Gdansk, Poland, in September 2007. The 63 revised full papers of the main conference presented together with 85 revised workshop papers were carefully reviewed and selected from over 250 initial submissions. The papers are organized in topical sections on parallel/distributed architectures and mobile computing, numerical algorithms and parallel numerics, parallel and distributed non-numerical algorithms, environments and tools for as well as applications of parallel/distributed/grid computing, evolutionary computing, meta-heuristics and neural networks. The volume proceeds with the outcome of 11 workshops and minisymposia dealing with novel data formats and algorithms for dense linear algebra computations, combinatorial tools for parallel sparse matrix computations, grid applications and middleware, large scale computations on grids, models, algorithms and methodologies for grid-enabled computing environments, scheduling for parallel computing, language-based parallel programming models, performance evaluation of parallel applications on large-scale systems, parallel computational biology, high performance computing for engineering applications, and the minisymposium on interval analysis.