Performance Measurement And Visualization Of Parallel Systems

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Performance Evaluation, Prediction and Visualization of Parallel Systems

Xingfu Wu
Performance Evaluation Prediction and Visualization of Parallel Systems Book PDF

Author : Xingfu Wu
Publisher : Springer Science & Business Media
Page : 336 pages
File Size : 53,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461551478

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Performance Evaluation, Prediction and Visualization of Parallel Systems by Xingfu Wu Pdf

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.

Performance Measurement and Visualization of Parallel Systems

Gu nter Haring,Gabriele Kotsis
Performance Measurement and Visualization of Parallel Systems Book PDF

Author : Gu nter Haring,Gabriele Kotsis
Publisher : North Holland
Page : 380 pages
File Size : 44,5 Mb
Release : 1993
Category : Computers
ISBN : STANFORD:36105008567161

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Performance Measurement and Visualization of Parallel Systems by Gu nter Haring,Gabriele Kotsis Pdf

This volume contains 14 papers presented by researchers from Europe and the USA at the Workshop on Performance Measurement and Visualization of Parallel Systems. The papers focus on approaches for monitoring parallel processing systems and new performance visualization techniques.

Performance Instrumentation and Visualization

Margaret Simmons,Rebecca Koskela
Performance Instrumentation and Visualization Book PDF

Author : Margaret Simmons,Rebecca Koskela
Publisher : Association for Computing Machinery (ACM)
Page : 336 pages
File Size : 48,6 Mb
Release : 1990
Category : Computers
ISBN : UOM:39015018952021

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Performance Instrumentation and Visualization by Margaret Simmons,Rebecca Koskela Pdf

This book will be of interest to computer architects, software engineers, and to advanced students who wish to broaden their understanding of the role of visualization in parallel computer performance instrumentation and is suitable as a supplement for courses in computer architecture, computer visualization, performance evaluation, and parallel computing.

Parallel and Distributed Processing

Jose Rolim
Parallel and Distributed Processing Book PDF

Author : Jose Rolim
Publisher : Springer
Page : 667 pages
File Size : 40,8 Mb
Release : 2003-06-26
Category : Computers
ISBN : 9783540455912

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Parallel and Distributed Processing by Jose Rolim Pdf

This volume contains the proceedings from the workshops held in conjunction with the IEEE International Parallel and Distributed Processing Symposium, IPDPS 2000, on 1-5 May 2000 in Cancun, Mexico. The workshopsprovidea forum for bringing together researchers,practiti- ers, and designers from various backgrounds to discuss the state of the art in parallelism.Theyfocusondi erentaspectsofparallelism,fromruntimesystems to formal methods, from optics to irregular problems, from biology to networks of personal computers, from embedded systems to programming environments; the following workshops are represented in this volume: { Workshop on Personal Computer Based Networks of Workstations { Workshop on Advances in Parallel and Distributed Computational Models { Workshop on Par. and Dist. Comp. in Image, Video, and Multimedia { Workshop on High-Level Parallel Prog. Models and Supportive Env. { Workshop on High Performance Data Mining { Workshop on Solving Irregularly Structured Problems in Parallel { Workshop on Java for Parallel and Distributed Computing { WorkshoponBiologicallyInspiredSolutionsto ParallelProcessingProblems { Workshop on Parallel and Distributed Real-Time Systems { Workshop on Embedded HPC Systems and Applications { Recon gurable Architectures Workshop { Workshop on Formal Methods for Parallel Programming { Workshop on Optics and Computer Science { Workshop on Run-Time Systems for Parallel Programming { Workshop on Fault-Tolerant Parallel and Distributed Systems All papers published in the workshops proceedings were selected by the p- gram committee on the basis of referee reports. Each paper was reviewed by independent referees who judged the papers for originality, quality, and cons- tency with the themes of the workshops.

Visualization of Scientific Parallel Programs

Gerald Tomas,Christoph W. Ueberhuber
Visualization of Scientific Parallel Programs Book PDF

Author : Gerald Tomas,Christoph W. Ueberhuber
Publisher : Springer Science & Business Media
Page : 328 pages
File Size : 53,6 Mb
Release : 1994-02-28
Category : Computers
ISBN : 3540577386

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Visualization of Scientific Parallel Programs by Gerald Tomas,Christoph W. Ueberhuber Pdf

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.

Parallel Computing: Fundamentals, Applications and New Directions

E.H. D'Hollander,G.R. Joubert,Frans Peters,Ulrich Trottenberg
Parallel Computing Fundamentals Applications and New Directions Book PDF

Author : E.H. D'Hollander,G.R. Joubert,Frans Peters,Ulrich Trottenberg
Publisher : Elsevier
Page : 765 pages
File Size : 49,8 Mb
Release : 1998-07-22
Category : Computers
ISBN : 9780080552095

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Parallel Computing: Fundamentals, Applications and New Directions by E.H. D'Hollander,G.R. Joubert,Frans Peters,Ulrich Trottenberg Pdf

This volume gives an overview of the state-of-the-art with respect to the development of all types of parallel computers and their application to a wide range of problem areas. The international conference on parallel computing ParCo97 (Parallel Computing 97) was held in Bonn, Germany from 19 to 22 September 1997. The first conference in this biannual series was held in 1983 in Berlin. Further conferences were held in Leiden (The Netherlands), London (UK), Grenoble (France) and Gent (Belgium). From the outset the aim with the ParCo (Parallel Computing) conferences was to promote the application of parallel computers to solve real life problems. In the case of ParCo97 a new milestone was reached in that more than half of the papers and posters presented were concerned with application aspects. This fact reflects the coming of age of parallel computing. Some 200 papers were submitted to the Program Committee by authors from all over the world. The final programme consisted of four invited papers, 71 contributed scientific/industrial papers and 45 posters. In addition a panel discussion on Parallel Computing and the Evolution of Cyberspace was held. During and after the conference all final contributions were refereed. Only those papers and posters accepted during this final screening process are included in this volume. The practical emphasis of the conference was accentuated by an industrial exhibition where companies demonstrated the newest developments in parallel processing equipment and software. Speakers from participating companies presented papers in industrial sessions in which new developments in parallel computing were reported.

Parallel Processing

Bruno Buchberger,Jens Volkert
Parallel Processing Book PDF

Author : Bruno Buchberger,Jens Volkert
Publisher : Springer Science & Business Media
Page : 918 pages
File Size : 44,9 Mb
Release : 1994-08-30
Category : Computers
ISBN : 3540584307

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Parallel Processing by Bruno Buchberger,Jens Volkert Pdf

Proceedings -- Parallel Computing.

Correct Models of Parallel Computing

S. Noguchi,Ota Masahiro
Correct Models of Parallel Computing Book PDF

Author : S. Noguchi,Ota Masahiro
Publisher : IOS Press
Page : 248 pages
File Size : 54,9 Mb
Release : 1997
Category : Computers
ISBN : 9051993102

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Correct Models of Parallel Computing by S. Noguchi,Ota Masahiro Pdf

The 21st century will be the age of network computing. Among the many key technologies in this field, parallel computing and networking technology will play very important roles. In this book emphasis is placed on networking and modeling parallel computing. The topics cover parallel computing algorithms, parallel software, massively parallel computing systems and related applications. Articles cover parallel computing, networking and related applications, to initiate discussions. Since the appearance of Transputer chip T9000, C104, and standardizations of IEEE1355, Transputer systems seem to have opened a new interesting area of parallel computing, networking and many practical applications.

Proceedings of the Second Workshop on Environments and Tools for Parallel Scientific Computing

J. J. Dongarra,Bernard Tourancheau
Proceedings of the Second Workshop on Environments and Tools for Parallel Scientific Computing Book PDF

Author : J. J. Dongarra,Bernard Tourancheau
Publisher : SIAM
Page : 310 pages
File Size : 43,5 Mb
Release : 1994-01-01
Category : Reference
ISBN : 0898713439

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Proceedings of the Second Workshop on Environments and Tools for Parallel Scientific Computing by J. J. Dongarra,Bernard Tourancheau Pdf

The editors provide a review of the programming environments for parallel computers with the help of worldwide specialists in each domain. Four different domains were discussed at the workshop, and they each form a part of this book.

Recent Advances in Parallel Virtual Machine and Message Passing Interface

Jack Dongarra,Emilio Luque,Tomas Margalef
Recent Advances in Parallel Virtual Machine and Message Passing Interface Book PDF

Author : Jack Dongarra,Emilio Luque,Tomas Margalef
Publisher : Springer
Page : 562 pages
File Size : 44,5 Mb
Release : 2003-07-31
Category : Computers
ISBN : 9783540481584

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Recent Advances in Parallel Virtual Machine and Message Passing Interface by Jack Dongarra,Emilio Luque,Tomas Margalef Pdf

Parallel Virtual Machine (PVM) and Message Passing Interface (MPI) are the most frequently used tools for programming according to the message passing paradigm, which is considered one of the best ways to develop parallel applications. This volume comprises 67 revised contributions presented at the Sixth European PVM/MPI Users' Group Meeting, which was held in Barcelona, Spain, 26-29 September 1999. The conference was organized by the Computer Science Department of the Universitat Autònoma de Barcelona. This conference has been previously held in Liverpool, UK (1998) and Cracow, Poland (1997). The first three conferences were devoted to PVM and were held at the TU Munich, Germany (1996), ENS Lyon, France (1995), and University of Rome (1994). This conference has become a forum for users and developers of PVM, MPI, and other message passing environments. Interaction between those groups has proved to be very useful for developing new ideas in parallel computing and for applying some of those already existent to new practical fields.

Parallel Computing

E H D'Hollander,G R Joubert,F J Peters,H Sips
Parallel Computing Book PDF

Author : E H D'Hollander,G R Joubert,F J Peters,H Sips
Publisher : World Scientific
Page : 788 pages
File Size : 53,8 Mb
Release : 2000-05-31
Category : Computers
ISBN : 9781783261680

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Parallel Computing by E H D'Hollander,G R Joubert,F J Peters,H Sips Pdf

This millennium will see the increased use of parallel computing technologies at all levels of mainstream computing. Most computer hardware will use these technologies to achieve higher computing speeds, high speed access to very large distributed databases and greater flexibility through heterogeneous computing. These developments can be expected to result in the extended use of all types of parallel computers in virtually all areas of human endeavour. Compute-intensive problems in emerging areas such as financial modelling and multimedia systems, in addition to traditional application areas of parallel computing such as scientific computing and simulation, will stimulate the developments. Parallel computing as a field of scientific research and development will move from a niche concentrating on solving compute-intensive scientific and engineering problems to become one of the fundamental computing technologies. This book gives a retrospective view of what has been achieved in the parallel computing field during the past three decades, as well as a prospective view of expected future developments. Contents: Invited PapersApplicationsAlgorithmsSystem Software and Hardware ArchitectureIndustrial PerspectiveExtended Abstracts Readership: Researchers in high-speed computing. Keywords:Computing Technologies;Algorithms;System Software;Hardware Architecture;High-Speed Computing

Algorithm Design for Networked Information Technology Systems

Sumit Ghosh
Algorithm Design for Networked Information Technology Systems Book PDF

Author : Sumit Ghosh
Publisher : Springer Science & Business Media
Page : 403 pages
File Size : 40,9 Mb
Release : 2007-05-08
Category : Computers
ISBN : 9780387216164

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Algorithm Design for Networked Information Technology Systems by Sumit Ghosh Pdf

I felt deeply honored when Professor Sumit Ghosh asked me to write the foreword to his book with an extraordinary perspective. I have long admired him, ?rst as a student leader at Stanford, where he initiated the ?rst IEEE Computer Society’s student chapter, and later as an esteemed and inspiring friend whose transdisciplinary research broadened and enhanced the horizons of practitioners of computer science and engineering, including my own. His ideas, which are derived from his profound vision, deep critical thinking, and personal intuition, reach from information technology to bioscience, as - hibited in this excellent book. To me, an ordinary engineer, it opens up a panoramic view of the Universe of Knowledge that keeps expanding and - spiring,likethegoodIndianproverb,whichsays,“agoodbookinformsyou,an excellent book teaches you, and a great book changes you. ” I sincerely believe that Professor Ghosh’s book will help us change and advance the methods of systems engineering and technology. Vision Inspired vision sees ahead of others what will or may come to be, a vivid, imagined concept or anticipation. An inspired vision personi?es what is good and what like-minded individuals hope for. Our vision is one of creating an Internet of minds, where minds are Web sites or knowledge centers, which create, store, and radiate knowledge through interaction with other minds connected by a universal shared network. This vision will not just hasten the death of distance, but will also - carcerate ignorance.

Human-Computer Interaction: Design and Development Approaches

Julie A. Jacko
Human Computer Interaction Design and Development Approaches Book PDF

Author : Julie A. Jacko
Publisher : Springer
Page : 703 pages
File Size : 41,5 Mb
Release : 2011-06-18
Category : Computers
ISBN : 9783642216022

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Human-Computer Interaction: Design and Development Approaches by Julie A. Jacko Pdf

This four-volume set LNCS 6761-6764 constitutes the refereed proceedings of the 14th International Conference on Human-Computer Interaction, HCII 2011, held in Orlando, FL, USA in July 2011, jointly with 8 other thematically similar conferences. The revised papers presented were carefully reviewed and selected from numerous submissions. The papers accepted for presentation thoroughly cover the entire field of Human-Computer Interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. The papers of this first volume are organized in topical sections on HCI design, model-based and patterns-based design and development, cognitive, psychological and behavioural issues in HCI, development methods, algorithms, tools and environments, and image processing and retrieval in HCI.

Euro-Par 2001 Parallel Processing

Rizos Sakellariou,John Keane,John Gurd,Len Freeman
Euro Par 2001 Parallel Processing Book PDF

Author : Rizos Sakellariou,John Keane,John Gurd,Len Freeman
Publisher : Springer
Page : 950 pages
File Size : 49,5 Mb
Release : 2003-06-30
Category : Computers
ISBN : 9783540446811

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Euro-Par 2001 Parallel Processing by Rizos Sakellariou,John Keane,John Gurd,Len Freeman Pdf

Euro-Par – the European Conference on Parallel Computing – is an international conference series dedicated to the promotion and advancement of all aspects of parallel computing. The major themes can be divided into the broad categories of hardware, software, algorithms, and applications for parallel computing. The objective of Euro-Par is to provide a forum within which to promote the dev- opment of parallel computing both as an industrial technique and an academic discipline, extending the frontiers of both the state of the art and the state of the practice. This is particularlyimportant at a time when parallel computing is undergoing strong and sustained development and experiencing real ind- trial take up. The main audience for and participants in Euro-Par are seen as researchers in academic departments, government laboratories, and industrial organisations. Euro-Par aims to become the primarychoice of such professionals for the presentation of new results in their speci?c areas. Euro-Par is also int- ested in applications that demonstrate the e?ectiveness of the main Euro-Par themes. Euro-Par has its own Internet domain with a permanent web site where the historyof the conference series is described: http://www. euro-par. org. The Euro-Par conference series is sponsored bythe Association of Computer Machineryand the International Federation of Information Processing. Euro-Par 2001 Euro-Par 2001 was organised bythe Universityof Manchester and UMIST.

Performance Evaluation: Origins and Directions

Günter Haring,Christoph Lindemann,Martin Reiser
Performance Evaluation Origins and Directions Book PDF

Author : Günter Haring,Christoph Lindemann,Martin Reiser
Publisher : Springer
Page : 523 pages
File Size : 44,9 Mb
Release : 2003-06-29
Category : Computers
ISBN : 9783540465065

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Performance Evaluation: Origins and Directions by Günter Haring,Christoph Lindemann,Martin Reiser Pdf

This monograph-like state-of-the-art survey presents the history, the key ideas, the success stories, and future challenges of performance evaluation and demonstrates the impact of performance evaluation on a variety of different areas through case studies in a coherent and comprehensive way. Leading researchers in the field have contributed 19 cross-reviewed topical chapters competently covering the whole range of performance evaluation, from theoretical and methodological issues to applications in numerous other fields. Additionally, the book contains one contribution on the role of performance evaluation in industry and personal accounts of four pioneering researchers describing the genesis of breakthrough results. The book will become a valuable source of reference and indispensable reading for anybody active or interested in performance evaluation.