Visualization Of Scientific Parallel Programs

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Visualization of Scientific Parallel Programs

Author : Gerald Tomas
Publisher : Springer Science & Business Media
ISBN 13 : 9783540577386
Total Pages : 328 pages
Book Rating : 4.5/5 (773 download)

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Book Synopsis Visualization of Scientific Parallel Programs by : Gerald Tomas

Download or read book Visualization of Scientific Parallel Programs written by Gerald Tomas and published by Springer Science & Business Media. This book was released on 1994-02-28 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: The substantial effort of parallelizing scientific programs is only justified if the resulting codes are efficient. Thus, all types of performance tuning are important to parallel software development. But performance improvements are much more difficult to achieve with parallel programs than with sequential programs. One way to overcome this difficulty is to bring in graphical tools. This monograph covers recent developments in parallel program visualization techniques and tools and demonstrates the application of specific visualization techniques and software tools to scientific parallel programs. The solution of initial value problems of ordinary differential equations, and numerical integration are treated in detail as two important examples.

Performance Evaluation, Prediction and Visualization of Parallel Systems

Author : Xingfu Wu
Publisher : Springer Science & Business Media
ISBN 13 : 1461551471
Total Pages : 336 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Performance Evaluation, Prediction and Visualization of Parallel Systems by : Xingfu Wu

Download or read book Performance Evaluation, Prediction and Visualization of Parallel Systems written by Xingfu Wu and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performance Evaluation, Prediction and Visualization in Parallel Systems presents a comprehensive and systematic discussion of theoretics, methods, techniques and tools for performance evaluation, prediction and visualization of parallel systems. Chapter 1 gives a short overview of performance degradation of parallel systems, and presents a general discussion on the importance of performance evaluation, prediction and visualization of parallel systems. Chapter 2 analyzes and defines several kinds of serial and parallel runtime, points out some of the weaknesses of parallel speedup metrics, and discusses how to improve and generalize them. Chapter 3 describes formal definitions of scalability, addresses the basic metrics affecting the scalability of parallel systems, discusses scalability of parallel systems from three aspects: parallel architecture, parallel algorithm and parallel algorithm-architecture combinations, and analyzes the relations of scalability and speedup. Chapter 4 discusses the methodology of performance measurement, describes the benchmark- oriented performance test and analysis and how to measure speedup and scalability in practice. Chapter 5 analyzes the difficulties in performance prediction, discusses application-oriented and architecture-oriented performance prediction and how to predict speedup and scalability in practice. Chapter 6 discusses performance visualization techniques and tools for parallel systems from three stages: performance data collection, performance data filtering and performance data visualization, and classifies the existing performance visualization tools. Chapter 7 describes parallel compiling-based, search-based and knowledge-based performance debugging, which assists programmers to optimize the strategy or algorithm in their parallel programs, and presents visual programming-based performance debugging to help programmers identify the location and cause of the performance problem. It also provides concrete suggestions on how to modify their parallel program to improve the performance. Chapter 8 gives an overview of current interconnection networks for parallel systems, analyzes the scalability of interconnection networks, and discusses how to measure and improve network performances. Performance Evaluation, Prediction and Visualization in Parallel Systems serves as an excellent reference for researchers, and may be used as a text for advanced courses on the topic.

Parallel Processing for Scientific Computing

Author : Michael A. Heroux
Publisher : SIAM
ISBN 13 : 9780898718133
Total Pages : 421 pages
Book Rating : 4.7/5 (181 download)

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Book Synopsis Parallel Processing for Scientific Computing by : Michael A. Heroux

Download or read book Parallel Processing for Scientific Computing written by Michael A. Heroux and published by SIAM. This book was released on 2006-01-01 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Parallel processing has been an enabling technology in scientific computing for more than 20 years. This book is the first in-depth discussion of parallel computing in 10 years; it reflects the mix of topics that mathematicians, computer scientists, and computational scientists focus on to make parallel processing effective for scientific problems. Presently, the impact of parallel processing on scientific computing varies greatly across disciplines, but it plays a vital role in most problem domains and is absolutely essential in many of them. Parallel Processing for Scientific Computing is divided into four parts: The first concerns performance modeling, analysis, and optimization; the second focuses on parallel algorithms and software for an array of problems common to many modeling and simulation applications; the third emphasizes tools and environments that can ease and enhance the process of application development; and the fourth provides a sampling of applications that require parallel computing for scaling to solve larger and realistic models that can advance science and engineering.

The ParaView Guide

Author : Utkarsh Ayachit
Publisher :
ISBN 13 : 9781930934290
Total Pages : 261 pages
Book Rating : 4.9/5 (342 download)

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Book Synopsis The ParaView Guide by : Utkarsh Ayachit

Download or read book The ParaView Guide written by Utkarsh Ayachit and published by . This book was released on 2015 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Programming Massively Parallel Processors

Author : David B. Kirk
Publisher : Newnes
ISBN 13 : 0123914183
Total Pages : 519 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Programming Massively Parallel Processors by : David B. Kirk

Download or read book Programming Massively Parallel Processors written by David B. Kirk and published by Newnes. This book was released on 2012-12-31 with total page 519 pages. Available in PDF, EPUB and Kindle. Book excerpt: Programming Massively Parallel Processors: A Hands-on Approach, Second Edition, teaches students how to program massively parallel processors. It offers a detailed discussion of various techniques for constructing parallel programs. Case studies are used to demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs. This guide shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in depth. This revised edition contains more parallel programming examples, commonly-used libraries such as Thrust, and explanations of the latest tools. It also provides new coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more; increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism; and two new case studies (on MRI reconstruction and molecular visualization) that explore the latest applications of CUDA and GPUs for scientific research and high-performance computing. This book should be a valuable resource for advanced students, software engineers, programmers, and hardware engineers. - New coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more - Increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism - Two new case studies (on MRI reconstruction and molecular visualization) explore the latest applications of CUDA and GPUs for scientific research and high-performance computing

High Performance Visualization

Author : E. Wes Bethel
Publisher : CRC Press
ISBN 13 : 1439875731
Total Pages : 514 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis High Performance Visualization by : E. Wes Bethel

Download or read book High Performance Visualization written by E. Wes Bethel and published by CRC Press. This book was released on 2012-10-25 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Visualization and analysis tools, techniques, and algorithms have undergone a rapid evolution in recent decades to accommodate explosive growth in data size and complexity and to exploit emerging multi- and many-core computational platforms. High Performance Visualization: Enabling Extreme-Scale Scientific Insight focuses on the subset of scientifi

并行程序设计

Author : Foster
Publisher :
ISBN 13 : 9787115103475
Total Pages : 381 pages
Book Rating : 4.1/5 (34 download)

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Book Synopsis 并行程序设计 by : Foster

Download or read book 并行程序设计 written by Foster and published by . This book was released on 2002 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: 国外著名高等院校信息科学与技术优秀教材

Data Visualization

Author : Kieran Healy
Publisher : Princeton University Press
ISBN 13 : 0691181624
Total Pages : 292 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Data Visualization by : Kieran Healy

Download or read book Data Visualization written by Kieran Healy and published by Princeton University Press. This book was released on 2018-12-18 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible primer on how to create effective graphics from data This book provides students and researchers a hands-on introduction to the principles and practice of data visualization. It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using powerful and reproducible methods, and how to think about data visualization in an honest and effective way. Data Visualization builds the reader’s expertise in ggplot2, a versatile visualization library for the R programming language. Through a series of worked examples, this accessible primer then demonstrates how to create plots piece by piece, beginning with summaries of single variables and moving on to more complex graphics. Topics include plotting continuous and categorical variables; layering information on graphics; producing effective “small multiple” plots; grouping, summarizing, and transforming data for plotting; creating maps; working with the output of statistical models; and refining plots to make them more comprehensible. Effective graphics are essential to communicating ideas and a great way to better understand data. This book provides the practical skills students and practitioners need to visualize quantitative data and get the most out of their research findings. Provides hands-on instruction using R and ggplot2 Shows how the “tidyverse” of data analysis tools makes working with R easier and more consistent Includes a library of data sets, code, and functions

Fundamentals of Data Visualization

Author : Claus O. Wilke
Publisher : O'Reilly Media
ISBN 13 : 1492031054
Total Pages : 390 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Fundamentals of Data Visualization by : Claus O. Wilke

Download or read book Fundamentals of Data Visualization written by Claus O. Wilke and published by O'Reilly Media. This book was released on 2019-03-18 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effective visualization is the best way to communicate information from the increasingly large and complex datasets in the natural and social sciences. But with the increasing power of visualization software today, scientists, engineers, and business analysts often have to navigate a bewildering array of visualization choices and options. This practical book takes you through many commonly encountered visualization problems, and it provides guidelines on how to turn large datasets into clear and compelling figures. What visualization type is best for the story you want to tell? How do you make informative figures that are visually pleasing? Author Claus O. Wilke teaches you the elements most critical to successful data visualization. Explore the basic concepts of color as a tool to highlight, distinguish, or represent a value Understand the importance of redundant coding to ensure you provide key information in multiple ways Use the book’s visualizations directory, a graphical guide to commonly used types of data visualizations Get extensive examples of good and bad figures Learn how to use figures in a document or report and how employ them effectively to tell a compelling story

Computational Science -- ICCS 2005

Author : V.S. Sunderam
Publisher : Springer
ISBN 13 : 3540321144
Total Pages : 1160 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Computational Science -- ICCS 2005 by : V.S. Sunderam

Download or read book Computational Science -- ICCS 2005 written by V.S. Sunderam and published by Springer. This book was released on 2005-05-04 with total page 1160 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Fifth International Conference on Computational Science (ICCS 2005) held in Atlanta, Georgia, USA, May 22-25, 2005 ...

Visualization of Scientific Parallel Programs

Author : Gerald Tomas
Publisher :
ISBN 13 : 9783662176740
Total Pages : 328 pages
Book Rating : 4.1/5 (767 download)

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Book Synopsis Visualization of Scientific Parallel Programs by : Gerald Tomas

Download or read book Visualization of Scientific Parallel Programs written by Gerald Tomas and published by . This book was released on 2014-01-15 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Science - ICCS 2001

Author : Vassil Alexandrov
Publisher : Springer Science & Business Media
ISBN 13 : 3540422331
Total Pages : 1068 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Computational Science - ICCS 2001 by : Vassil Alexandrov

Download or read book Computational Science - ICCS 2001 written by Vassil Alexandrov and published by Springer Science & Business Media. This book was released on 2001-05-24 with total page 1068 pages. Available in PDF, EPUB and Kindle. Book excerpt: LNCS volumes 2073 and 2074 contain the proceedings of the International Conference on Computational Science, ICCS 2001, held in San Francisco, California, May 27-31, 2001. The two volumes consist of more than 230 contributed and invited papers that reflect the aims of the conference to bring together researchers and scientists from mathematics and computer science as basic computing disciplines, researchers from various application areas who are pioneering advanced application of computational methods to sciences such as physics, chemistry, life sciences, and engineering, arts and humanitarian fields, along with software developers and vendors, to discuss problems and solutions in the area, to identify new issues, and to shape future directions for research, as well as to help industrial users apply various advanced computational techniques.

Software Visualization

Author : John Stasko
Publisher : MIT Press
ISBN 13 : 9780262193955
Total Pages : 602 pages
Book Rating : 4.1/5 (939 download)

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Book Synopsis Software Visualization by : John Stasko

Download or read book Software Visualization written by John Stasko and published by MIT Press. This book was released on 1998 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: Content Description #Includes bibliographical references and index.

Cases on Inquiry through Instructional Technology in Math and Science

Author : Lennex, Lesia
Publisher : IGI Global
ISBN 13 : 1466600691
Total Pages : 697 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Cases on Inquiry through Instructional Technology in Math and Science by : Lennex, Lesia

Download or read book Cases on Inquiry through Instructional Technology in Math and Science written by Lennex, Lesia and published by IGI Global. This book was released on 2012-01-31 with total page 697 pages. Available in PDF, EPUB and Kindle. Book excerpt: There exists a wealth of information about inquiry and about science, technology, engineering, and mathematics (STEM), but current research lacks meaningfully written, thoughtful applications of both topics.Cases on Inquiry through Instructional Technology in Math and Science represents the work of many authors toward meaningful discourse of inquiry used in STEM teaching. This book presents insightful information to teachers and teacher education candidates about using inquiry in the real classroom, case studies from which research suggests appropriate uses, and tangible direction for creating their own inquiry based STEM activities. Sections take the reader logically through the meaning of inquiry in STEM teaching, how to use technology in modern classrooms, STEM projects which successfully integrate inquiry methodology, and inquiry problem solving within STEM classrooms with the aim of creating activities and models useful for real-world classrooms.

Software Visualisation

Author : Peter Eades
Publisher : World Scientific
ISBN 13 : 9789810228262
Total Pages : 294 pages
Book Rating : 4.2/5 (282 download)

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Book Synopsis Software Visualisation by : Peter Eades

Download or read book Software Visualisation written by Peter Eades and published by World Scientific. This book was released on 1996 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term ?software visualisation? refers to the graphical display of characteristics and behaviour of all aspects of software: design and analysis methods, systems, programs and algorithms. The purpose of this book is to collect and compare different experiences of software visualisation both from fundamental and applied viewpoints.The book is divided into four parts, covering important aspects of software visualisation. Part 1 covers a survey on existing software visualisation tools and environments, the strategies for making a software visualisation system language independent, and program animation for C language. Part 2 presents topics and techniques on graph drawing, which supports efficient and aesthetically pleasing visualisation. Some recently developed graph drawing systems and techniques used are described. Part 3 discusses visual programming concepts and techniques for supporting parallel and heterogeneous distributed programming. Part 4 includes several case studies of software visualisation, concentrating on the broader field of software engineering ranging from software metrics to reverse engineering.

Encyclopedia of Microcomputers

Author : Allen Kent
Publisher : CRC Press
ISBN 13 : 9780824727130
Total Pages : 430 pages
Book Rating : 4.7/5 (271 download)

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Book Synopsis Encyclopedia of Microcomputers by : Allen Kent

Download or read book Encyclopedia of Microcomputers written by Allen Kent and published by CRC Press. This book was released on 1994-10-27 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The Encyclopedia of Microcomputers serves as the ideal companion reference to the popular Encyclopedia of Computer Science and Technology. Now in its 10th year of publication, this timely reference work details the broad spectrum of microcomputer technology, including microcomputer history; explains and illustrates the use of microcomputers throughout academe, business, government, and society in general; and assesses the future impact of this rapidly changing technology."

Encyclopedia of Information Science and Technology, Fourth Edition

Author : Khosrow-Pour, D.B.A., Mehdi
Publisher : IGI Global
ISBN 13 : 1522522565
Total Pages : 8356 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Encyclopedia of Information Science and Technology, Fourth Edition by : Khosrow-Pour, D.B.A., Mehdi

Download or read book Encyclopedia of Information Science and Technology, Fourth Edition written by Khosrow-Pour, D.B.A., Mehdi and published by IGI Global. This book was released on 2017-06-20 with total page 8356 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, our world has experienced a profound shift and progression in available computing and knowledge sharing innovations. These emerging advancements have developed at a rapid pace, disseminating into and affecting numerous aspects of contemporary society. This has created a pivotal need for an innovative compendium encompassing the latest trends, concepts, and issues surrounding this relevant discipline area. During the past 15 years, the Encyclopedia of Information Science and Technology has become recognized as one of the landmark sources of the latest knowledge and discoveries in this discipline. The Encyclopedia of Information Science and Technology, Fourth Edition is a 10-volume set which includes 705 original and previously unpublished research articles covering a full range of perspectives, applications, and techniques contributed by thousands of experts and researchers from around the globe. This authoritative encyclopedia is an all-encompassing, well-established reference source that is ideally designed to disseminate the most forward-thinking and diverse research findings. With critical perspectives on the impact of information science management and new technologies in modern settings, including but not limited to computer science, education, healthcare, government, engineering, business, and natural and physical sciences, it is a pivotal and relevant source of knowledge that will benefit every professional within the field of information science and technology and is an invaluable addition to every academic and corporate library.