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Scalable Performance Visualization For Data Parallel Programs
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Author :University of Oregon. Department of Computer and Information Science Publisher : ISBN 13 : Total Pages :8 pages Book Rating :4.:/5 (123 download)
Book Synopsis Scalable Performance Visualization for Data-parallel Programs by : University of Oregon. Department of Computer and Information Science
Download or read book Scalable Performance Visualization for Data-parallel Programs written by University of Oregon. Department of Computer and Information Science and published by . This book was released on 1994 with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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.
Book Synopsis Integrative Concepts for Scalable Distributed Performance Analysis and Visualization of Parallel Programs by : Holger Brunst
Download or read book Integrative Concepts for Scalable Distributed Performance Analysis and Visualization of Parallel Programs written by Holger Brunst and published by . This book was released on 2008 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Programming and Performance Visualization Tools by : Abhinav Bhatele
Download or read book Programming and Performance Visualization Tools written by Abhinav Bhatele and published by Springer. This book was released on 2019-04-24 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the revised selected papers of 4 workshops held in conjunction with the International Conference on High Performance Computing, Networking, Storage and Analysis (SC) in November 2017 in Denver, CO, USA, and in November 2018 in Dallas, TX, USA: the 6th and 7th International Workshop on Extreme-Scale Programming Tools, ESPT 2017 and ESPT 2018, and the 4th and 5th International Workshop on Visual Performance Analysis, VPA 2017 and VPA 2018. The 11 full papers of ESPT 2017 and ESPT 2018 and the 6 full papers of VPA 2017 and VPA 2018 were carefully reviewed and selected for inclusion in this book. The papers discuss the requirements for exascale-enabled tools as well as new approaches of applying visualization and visual analytic techniques to large-scale applications. Topics of interest include: programming tools; methodologies for performance engineering; tool technologies for extreme-scale challenges (e.g., scalability, resilience, power); tool support for accelerated architectures and large-scale multi-cores; tool infrastructures and environments; evolving/future application requirements for programming tools and technologies; application developer experiences with programming and performance tools; scalable displays of performance data; case studies demonstrating the use of performance visualization in practice; data models to enable scalable visualization; graph representation of unstructured performance data; presentation of high-dimensional data; visual correlations between multiple data sources; human-computer interfaces for exploring performance data; and multi-scale representations of performance data for visual exploration.
Book Synopsis Euro-Par 2009, Parallel Processing - Workshops by : Hai-Xiang Lin
Download or read book Euro-Par 2009, Parallel Processing - Workshops written by Hai-Xiang Lin and published by Springer Science & Business Media. This book was released on 2010-06-17 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the workshops of the 15th International Conference on Parallel Computing, Euro-Par 2009, held in Delft, The Netherlands, in August 2009. These focus on advanced specialized topics in parallel and distributed computing and reflect new scientific and technological developments.
Book Synopsis Scalable Visualization of Parallel Systems by : Jorge García
Download or read book Scalable Visualization of Parallel Systems written by Jorge García and published by . This book was released on 1994 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis PARLE '94 Parallel Architectures and Languages Europe by : Costas Halatsis
Download or read book PARLE '94 Parallel Architectures and Languages Europe written by Costas Halatsis and published by Springer Science & Business Media. This book was released on 1994-06-08 with total page 860 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the proceedings of the 5th International Conference Parallel Architectures and Languages Europe (PARLE '94), held in Athens, Greece in July 1994. PARLE is the main Europe-based event on parallel processing. Parallel processing is now well established within the high-performance computing technology and of stategic importance not only to the computer industry, but also for a wide range of applications affecting the whole economy. The 60 full papers and 24 poster presentations accepted for this proceedings were selected from some 200 submissions by the international program committee; they cover the whole field and give a timely state-of-the-art report on research and advanced applications in parallel computing.
Book Synopsis Euro-Par 2011: Parallel Processing Workshops by : Michael Alexander
Download or read book Euro-Par 2011: Parallel Processing Workshops written by Michael Alexander and published by Springer. This book was released on 2012-04-14 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes thoroughly refereed post-conference proceedings of the workshops of the 17th International Conference on Parallel Computing, Euro-Par 2011, held in Bordeaux, France, in August 2011. The papers of these 12 workshops CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS HPCF, PROPER, CCPI, and VHPC focus on promotion and advancement of all aspects of parallel and distributed computing.
Book Synopsis Performance Measurement and Visualization of Parallel Systems by : Gu nter Haring
Download or read book Performance Measurement and Visualization of Parallel Systems written by Gu nter Haring and published by North Holland. This book was released on 1993 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book PIX written by Jianping (Kelvin) Li and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Visualization helps people to understand data and information. Although computers can efficiently process data, human perception is the key to insight and knowledge discoveries. To meet the challenges of increasingly large and complex data, we need methods that effectively integrates high-performance computing techniques and advanced data analytics into interactive visualization systems for allowing comprehension and communication of massive information. This dissertation contributes new methods and frameworks forempowering visualization systems to facilitate interactive and scalable data analysis. PIX is a stack of toolkits based on these methods and frameworks for building high-performance visualization systems. At the foundation is Portable Processing Pipelines (P3), a new declarative visualization language for rapidly specifying data transformations, visual encodings, and interactions to design visualization applications. Picos builds on P3 to provide a concise declarative grammar and a flexible visual interface for designing hierarchical visualizations for exploratory analysis of complex datasets. To provide high performance for interactive visual analysis, PIX exploits multicore CPUs and manycore GPUs to accelerate data processing and visualization rendering. I developed PeerPower, a parallel and distributed computing framework that effectively utilizes multicore CPUs on heterogeneous systems for accelerating data aggregation and visualization. To harness computing power from GPUs for interactive visualizations, I developed P4 by parallelizing P3 via GPU computing for building high-performance visualization systems using declarative grammars. At runtime, P4 automatically creates GPU programs based on declarative specifications to accelerate both data transformations and visualizations. For interactive analysis of large datasets using limited computing resources, a progressive workflow can be used to provide incrementally refining results and allow steering the analysis process by interacting with the intermediate results. By extending P4, I introduced P5 for providing the capability of parallel and progressive visualization. The extended declarative grammars in P5 allow rapid design of scalable systems for progressive and interactive data analysis. In addition to performance and scalability, visualization systems need to incorporate advanced methods for analyzing complex and high-dimensional datasets. To extend PIX with advanced data analytics, I developed P6, a declarative programming toolkit for specifying and integrating machine learning techniques with interactive visualizations. P6 allows interactive systems to richly and effectively combine the capabilities of humans and computers for data analysis and problem-solving. With PIX, different computing technologies, including parallel computing, progressive analytics, and machine learning, can be easily incorporated into interactive visualization systems. By providing toolkits that are both high performance and easy to use, PIX enables more people to build interactive visualization solutions for analyzing big data.
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 scientific visualization concerned with algorithm design, implementation, and optimization for use on today’s largest computational platforms. The book collects some of the most seminal work in the field, including algorithms and implementations running at the highest levels of concurrency and used by scientific researchers worldwide. After introducing the fundamental concepts of parallel visualization, the book explores approaches to accelerate visualization and analysis operations on high performance computing platforms. Looking to the future and anticipating changes to computational platforms in the transition from the petascale to exascale regime, it presents the main research challenges and describes several contemporary, high performance visualization implementations. Reflecting major concepts in high performance visualization, this book unifies a large and diverse body of computer science research, development, and practical applications. It describes the state of the art at the intersection of scientific visualization, large data, and high performance computing trends, giving readers the foundation to apply the concepts and carry out future research in this area.
Author : Publisher :IOS Press ISBN 13 : Total Pages :4947 pages Book Rating :4./5 ( download)
Download or read book written by and published by IOS Press. This book was released on with total page 4947 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Proceedings written by and published by . This book was released on 1994 with total page 880 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Applied Parallel Computing by : Bo Kagström
Download or read book Applied Parallel Computing written by Bo Kagström and published by Springer. This book was released on 2007-09-22 with total page 1218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 8th International Workshop on Applied Parallel Computing, PARA 2006. It covers partial differential equations, parallel scientific computing algorithms, linear algebra, simulation environments, algorithms and applications for blue gene/L, scientific computing tools and applications, parallel search algorithms, peer-to-peer computing, mobility and security, algorithms for single-chip multiprocessors.
Book Synopsis Euro-Par 2000 Parallel Processing by : Arndt Bode
Download or read book Euro-Par 2000 Parallel Processing written by Arndt Bode and published by Springer. This book was released on 2003-06-26 with total page 1395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Euro-Par – the European Conference on Parallel Computing – is an international conference series dedicated to the promotion and advancement of all aspects of parallel computing. The major themes can be divided into the broad categories of hardware, software, algorithms, and applications for parallel computing. The objective of Euro-Par is to provide a forum within which to promote the dev- opment of parallel computing both as an industrial technique and an academic discipline, extending the frontier of both the state of the art and the state of the practice. This is particularlyimportant at a time when parallel computing is - dergoing strong and sustained development and experiencing real industrial take up. The main audience for and participants of Euro-Par are seen as researchers in academic departments, government laboratories, and industrial organisations. Euro-Par’s objective is to become the primarychoice of such professionals for the presentation of new results in their speci?c areas. Euro-Par is also interested in applications that demonstrate the e?ectiveness of the main Euro-Par themes. Euro-Par now has its own Internet domain with a permanent Web site where the historyof the conference series is described: http://www. euro-par. org. The Euro-Par conference series is sponsored bythe Association of Computer Machineryand the International Federation of Information Processing.
Book Synopsis Recent Advances in the Message Passing Interface by : Rainer Keller
Download or read book Recent Advances in the Message Passing Interface written by Rainer Keller and published by Springer. This book was released on 2010-09-07 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation This book constitutes the proceedings of the 17th European MPI User's Group Meeting on Recent Advances in the Message Passing Interface held in Stuttgart in September 2010.
Author :National Science and Technology Council (U.S.). Interagency Working Group on Information Technology Research and Development Publisher : ISBN 13 : Total Pages :116 pages Book Rating :4.3/5 ( download)
Book Synopsis Networking and Information Technology Research and Development by : National Science and Technology Council (U.S.). Interagency Working Group on Information Technology Research and Development
Download or read book Networking and Information Technology Research and Development written by National Science and Technology Council (U.S.). Interagency Working Group on Information Technology Research and Development and published by . This book was released on 2004 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt:
