Contemporary High Performance Computing

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Publisher : CRC Press
ISBN 13 : 135103684X
Total Pages : 398 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Contemporary High Performance Computing by : Jeffrey S. Vetter

Download or read book Contemporary High Performance Computing written by Jeffrey S. Vetter and published by CRC Press. This book was released on 2019-04-30 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contemporary High Performance Computing: From Petascale toward Exascale, Volume 3 focuses on the ecosystems surrounding the world’s leading centers for high performance computing (HPC). It covers many of the important factors involved in each ecosystem: computer architectures, software, applications, facilities, and sponsors. This third volume will be a continuation of the two previous volumes, and will include other HPC ecosystems using the same chapter outline: description of a flagship system, major application workloads, facilities, and sponsors. Features: Describes many prominent, international systems in HPC from 2015 through 2017 including each system’s hardware and software architecture Covers facilities for each system including power and cooling Presents application workloads for each site Discusses historic and projected trends in technology and applications Includes contributions from leading experts Designed for researchers and students in high performance computing, computational science, and related areas, this book provides a valuable guide to the state-of-the art research, trends, and resources in the world of HPC.

High-Performance Big Data Computing

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Author :
Publisher : MIT Press
ISBN 13 : 0262046857
Total Pages : 275 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis High-Performance Big Data Computing by : Dhabaleswar K. Panda

Download or read book High-Performance Big Data Computing written by Dhabaleswar K. Panda and published by MIT Press. This book was released on 2022-08-02 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: An in-depth overview of an emerging field that brings together high-performance computing, big data processing, and deep lLearning. Over the last decade, the exponential explosion of data known as big data has changed the way we understand and harness the power of data. The emerging field of high-performance big data computing, which brings together high-performance computing (HPC), big data processing, and deep learning, aims to meet the challenges posed by large-scale data processing. This book offers an in-depth overview of high-performance big data computing and the associated technical issues, approaches, and solutions. The book covers basic concepts and necessary background knowledge, including data processing frameworks, storage systems, and hardware capabilities; offers a detailed discussion of technical issues in accelerating big data computing in terms of computation, communication, memory and storage, codesign, workload characterization and benchmarking, and system deployment and management; and surveys benchmarks and workloads for evaluating big data middleware systems. It presents a detailed discussion of big data computing systems and applications with high-performance networking, computing, and storage technologies, including state-of-the-art designs for data processing and storage systems. Finally, the book considers some advanced research topics in high-performance big data computing, including designing high-performance deep learning over big data (DLoBD) stacks and HPC cloud technologies.

Conquering Big Data with High Performance Computing

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Author :
Publisher : Springer
ISBN 13 : 3319337424
Total Pages : 328 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Conquering Big Data with High Performance Computing by : Ritu Arora

Download or read book Conquering Big Data with High Performance Computing written by Ritu Arora and published by Springer. This book was released on 2016-09-16 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of the resources and research projects that are bringing Big Data and High Performance Computing (HPC) on converging tracks. It demystifies Big Data and HPC for the reader by covering the primary resources, middleware, applications, and tools that enable the usage of HPC platforms for Big Data management and processing.Through interesting use-cases from traditional and non-traditional HPC domains, the book highlights the most critical challenges related to Big Data processing and management, and shows ways to mitigate them using HPC resources. Unlike most books on Big Data, it covers a variety of alternatives to Hadoop, and explains the differences between HPC platforms and Hadoop.Written by professionals and researchers in a range of departments and fields, this book is designed for anyone studying Big Data and its future directions. Those studying HPC will also find the content valuable.

Exascale Scientific Applications

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Publisher : CRC Press
ISBN 13 : 1351999249
Total Pages : 607 pages
Book Rating : 4.3/5 (519 download)

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Book Synopsis Exascale Scientific Applications by : Tjerk P. Straatsma

Download or read book Exascale Scientific Applications written by Tjerk P. Straatsma and published by CRC Press. This book was released on 2017-11-13 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes practical programming approaches for scientific applications on exascale computer systems Presents strategies to make applications performance portable Provides specific solutions employed in current application porting and development Illustrates domain science software development strategies based on projected trends in supercomputing technology and architectures Includes contributions from leading experts involved in the development and porting of scientific codes for current and future high performance computing resources

Big Data Benchmarks, Performance Optimization, and Emerging Hardware

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Publisher : Springer
ISBN 13 : 3319130218
Total Pages : 227 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Big Data Benchmarks, Performance Optimization, and Emerging Hardware by : Jianfeng Zhan

Download or read book Big Data Benchmarks, Performance Optimization, and Emerging Hardware written by Jianfeng Zhan and published by Springer. This book was released on 2014-11-10 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly revised selected papers of the 4th and 5th workshops on Big Data Benchmarks, Performance Optimization, and Emerging Hardware, BPOE 4 and BPOE 5, held respectively in Salt Lake City, in March 2014, and in Hangzhou, in September 2014. The 16 papers presented were carefully reviewed and selected from 30 submissions. Both workshops focus on architecture and system support for big data systems, such as benchmarking; workload characterization; performance optimization and evaluation; emerging hardware.

Software for Exascale Computing - SPPEXA 2013-2015

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Author :
Publisher : Springer
ISBN 13 : 3319405284
Total Pages : 557 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Software for Exascale Computing - SPPEXA 2013-2015 by : Hans-Joachim Bungartz

Download or read book Software for Exascale Computing - SPPEXA 2013-2015 written by Hans-Joachim Bungartz and published by Springer. This book was released on 2016-09-14 with total page 557 pages. Available in PDF, EPUB and Kindle. Book excerpt: The research and its outcomes presented in this collection focus on various aspects of high-performance computing (HPC) software and its development which is confronted with various challenges as today's supercomputer technology heads towards exascale computing. The individual chapters address one or more of the research directions (1) computational algorithms, (2) system software, (3) application software, (4) data management and exploration, (5) programming, and (6) software tools. The collection thereby highlights pioneering research findings as well as innovative concepts in exascale software development that have been conducted under the umbrella of the priority programme "Software for Exascale Computing" (SPPEXA) of the German Research Foundation (DFG) and that have been presented at the SPPEXA Symposium, Jan 25-27 2016, in Munich. The book has an interdisciplinary appeal: scholars from computational sub-fields in computer science, mathematics, physics, or engineering will find it of particular interest.

Proceedings of the ... IEEE International Symposium on High Performance Distributed Computing

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Publisher :
ISBN 13 :
Total Pages : 306 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Proceedings of the ... IEEE International Symposium on High Performance Distributed Computing by :

Download or read book Proceedings of the ... IEEE International Symposium on High Performance Distributed Computing written by and published by . This book was released on 2004 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt:

High Performance Computing

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Author :
Publisher : Springer
ISBN 13 : 331967630X
Total Pages : 754 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis High Performance Computing by : Julian M. Kunkel

Download or read book High Performance Computing written by Julian M. Kunkel and published by Springer. This book was released on 2017-10-18 with total page 754 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised selected papers from 10 workshops that were held as the ISC High Performance 2017 conference in Frankfurt, Germany, in June 2017. The 59 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They stem from the following workshops: Workshop on Virtualization in High-Performance Cloud Computing (VHPC) Visualization at Scale: Deployment Case Studies and Experience Reports International Workshop on Performance Portable Programming Models for Accelerators (P^3MA) OpenPOWER for HPC (IWOPH) International Workshop on Data Reduction for Big Scientific Data (DRBSD) International Workshop on Communication Architectures for HPC, Big Data, Deep Learning and Clouds at Extreme Scale Workshop on HPC Computing in a Post Moore's Law World (HCPM) HPC I/O in the Data Center ( HPC-IODC) Workshop on Performance and Scalability of Storage Systems (WOPSSS) IXPUG: Experiences on Intel Knights Landing at the One Year Mark International Workshop on Communication Architectures for HPC, Big Data, Deep Learning and Clouds at Extreme Scale (ExaComm)

Advanced Parallel and Distributed Computing

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Author :
Publisher : Nova Publishers
ISBN 13 : 9781600212024
Total Pages : 336 pages
Book Rating : 4.2/5 (12 download)

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Book Synopsis Advanced Parallel and Distributed Computing by : Yuan-Shun Dai

Download or read book Advanced Parallel and Distributed Computing written by Yuan-Shun Dai and published by Nova Publishers. This book was released on 2007 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of parallel and distributed computing is undergoing changes at a breathtaking pace. Networked computers are now omnipresent in virtually every application, from games to sophisticated space missions. The increasing complexity, heterogeneity, largeness, and dynamism of the emerging pervasive environments and associated applications are challenging the advancement of the parallel and distributed computing paradigm. Many novel infrastructures have been or are being created to provide the necessary computational fabric for realising parallel and distributed applications from diverse domains. New models and tools are also being proposed to evaluate and predict the quality of these complicated parallel and distributed systems. Current and recent past efforts, made to provide the infrastructures and models for such applications, have addressed many underlying complex problems and have thus resulted in new tools and paradigms for effectively realising parallel and distributed systems. This book showcases these novel tools and approaches with inputs from relevant experts.

High Performance Computing and Grids in Action

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Publisher : IOS Press
ISBN 13 : 1586038397
Total Pages : 552 pages
Book Rating : 4.5/5 (86 download)

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Book Synopsis High Performance Computing and Grids in Action by : Lucio Grandinetti

Download or read book High Performance Computing and Grids in Action written by Lucio Grandinetti and published by IOS Press. This book was released on 2008 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collects in four chapters single monographs related to the fundamental advances in parallel computer systems and their developments from different points of view (from computer scientists, computer manufacturers, end users) and related to the establishment and evolution of grids fundamentals, implementation and deployment.

Computational Science – ICCS 2023

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Publisher : Springer Nature
ISBN 13 : 3031360214
Total Pages : 751 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Computational Science – ICCS 2023 by : Jiří Mikyška

Download or read book Computational Science – ICCS 2023 written by Jiří Mikyška and published by Springer Nature. This book was released on 2023-06-30 with total page 751 pages. Available in PDF, EPUB and Kindle. Book excerpt: The five-volume set LNCS 14073-14077 constitutes the proceedings of the 23rd International Conference on Computational Science, ICCS 2023, held in Prague, Czech Republic, during July 3-5, 2023. The total of 188 full papers and 94 short papers presented in this book set were carefully reviewed and selected from 530 submissions. 54 full and 37 short papers were accepted to the main track; 134 full and 57 short papers were accepted to the workshops/thematic tracks. The theme for 2023, "Computation at the Cutting Edge of Science", highlights the role of Computational Science in assisting multidisciplinary research. This conference was a unique event focusing on recent developments in scalable scientific algorithms, advanced software tools; computational grids; advanced numerical methods; and novel application areas. These innovative novel models, algorithms, and tools drive new science through efficient application in physical systems, computational and systems biology, environmental systems, finance, and others.

Advances in Artificial Intelligence and Security

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Publisher : Springer Nature
ISBN 13 : 3031067614
Total Pages : 732 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Advances in Artificial Intelligence and Security by : Xingming Sun

Download or read book Advances in Artificial Intelligence and Security written by Xingming Sun and published by Springer Nature. This book was released on 2022-07-08 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 3-volume set CCIS 1586, CCIS 1587 and CCIS 1588 constitutes the refereed proceedings of the 8th International Conference on Artificial Intelligence and Security, ICAIS 2022, which was held in Qinghai, China, in July 2022. The total of 115 full papers and 53 short papers presented in this 3-volume proceedings was carefully reviewed and selected from 1124 submissions. The papers were organized in topical sections as follows: Part I: artificial intelligence; Part II: artificial intelligence; big data; cloud computing and security; multimedia forensics; Part III: encryption and cybersecurity; information hiding; IoT security.

High Performance Computing

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Publisher : Springer
ISBN 13 : 3319920405
Total Pages : 420 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis High Performance Computing by : Rio Yokota

Download or read book High Performance Computing written by Rio Yokota and published by Springer. This book was released on 2018-06-04 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 33rd International Conference, ISC High Performance 2018, held in Frankfurt, Germany, in June 2018. The 20 revised full papers presented in this book were carefully reviewed and selected from 81 submissions. The papers cover the following topics: Resource Management and Energy Efficiency; Performance Analysis and Tools; Exascale Networks; Parallel Algorithms.

Proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics 2023

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Publisher : Springer Nature
ISBN 13 : 3031432479
Total Pages : 572 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics 2023 by : AboulElla Hassanien

Download or read book Proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics 2023 written by AboulElla Hassanien and published by Springer Nature. This book was released on 2023-09-17 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings book constitutes the refereed proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics (AISI 2023), which took place in Port Said University, Port Said, Egypt, during September 20–22, 2023, Egypt, and is an international interdisciplinary conference that presents a spectrum of scientific research on all aspects of informatics and intelligent systems, technologies, and applications.

Sustainable Interdependent Networks

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Publisher : Springer
ISBN 13 : 3319744127
Total Pages : 290 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Sustainable Interdependent Networks by : M. Hadi Amini

Download or read book Sustainable Interdependent Networks written by M. Hadi Amini and published by Springer. This book was released on 2018-02-23 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the theory and application of interdependent networks. The contributors consider the influential networks including power and energy networks, transportation networks, and social networks. The first part of the book provides the next generation sustainability framework as well as a comprehensive introduction of smart cities with special emphasis on energy, communication, data analytics and transportation. The second part offers solutions to performance and security challenges of developing interdependent networks in terms of networked control systems, scalable computation platforms, and dynamic social networks. The third part examines the role of electric vehicles in the future of sustainable interdependent networks. The fourth and last part of this volume addresses the promises of control and management techniques for the future power grids.

Proceedings of the Third International Conference on Contemporary Issues in Computer and Information Sciences (CICIS 2012)

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Author :
Publisher : Universal-Publishers
ISBN 13 : 161233623X
Total Pages : 625 pages
Book Rating : 4.6/5 (123 download)

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Book Synopsis Proceedings of the Third International Conference on Contemporary Issues in Computer and Information Sciences (CICIS 2012) by :

Download or read book Proceedings of the Third International Conference on Contemporary Issues in Computer and Information Sciences (CICIS 2012) written by and published by Universal-Publishers. This book was released on with total page 625 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Parallel Computational Technologies

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Author :
Publisher : Springer
ISBN 13 : 3319996738
Total Pages : 360 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Parallel Computational Technologies by : Leonid Sokolinsky

Download or read book Parallel Computational Technologies written by Leonid Sokolinsky and published by Springer. This book was released on 2018-08-25 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th International Conference on Parallel Computational Technologies, PCT 2018, held in Rostov-on-Don, Russia, in April 2018. The 24 revised full papers presented were carefully reviewed and selected from 167 submissions. The papers are organized in topical sections on high performance architectures, tools and technologies; parallel numerical algorithms; supercomputer simulation.