Parallel And Distributed Computation Numerical Methods

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Parallel and Distributed Computation: Numerical Methods

Dimitri Bertsekas,John Tsitsiklis
Parallel and Distributed Computation Numerical Methods Book PDF

Author : Dimitri Bertsekas,John Tsitsiklis
Publisher : Athena Scientific
Page : 832 pages
File Size : 40,8 Mb
Release : 2015-03-01
Category : Mathematics
ISBN : 9781886529151

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Parallel and Distributed Computation: Numerical Methods by Dimitri Bertsekas,John Tsitsiklis Pdf

This highly acclaimed work, first published by Prentice Hall in 1989, is a comprehensive and theoretically sound treatment of parallel and distributed numerical methods. It focuses on algorithms that are naturally suited for massive parallelization, and it explores the fundamental convergence, rate of convergence, communication, and synchronization issues associated with such algorithms. This is an extensive book, which aside from its focus on parallel and distributed algorithms, contains a wealth of material on a broad variety of computation and optimization topics. It is an excellent supplement to several of our other books, including Convex Optimization Algorithms (Athena Scientific, 2015), Nonlinear Programming (Athena Scientific, 1999), Dynamic Programming and Optimal Control (Athena Scientific, 2012), Neuro-Dynamic Programming (Athena Scientific, 1996), and Network Optimization (Athena Scientific, 1998). The on-line edition of the book contains a 95-page solutions manual.

Advanced Parallel and Distributed Computing

Yuan-Shun Dai
Advanced Parallel and Distributed Computing Book PDF

Author : Yuan-Shun Dai
Publisher : Nova Publishers
Page : 336 pages
File Size : 51,7 Mb
Release : 2007
Category : Computers
ISBN : 1600212026

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Advanced Parallel and Distributed Computing by Yuan-Shun Dai Pdf

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.

Parallel Computing

Roman Trobec,Marián Vajteršic,Peter Zinterhof
Parallel Computing Book PDF

Author : Roman Trobec,Marián Vajteršic,Peter Zinterhof
Publisher : Springer Science & Business Media
Page : 531 pages
File Size : 49,8 Mb
Release : 2009-06-18
Category : Computers
ISBN : 9781848824096

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Parallel Computing by Roman Trobec,Marián Vajteršic,Peter Zinterhof Pdf

The use of parallel programming and architectures is essential for simulating and solving problems in modern computational practice. There has been rapid progress in microprocessor architecture, interconnection technology and software devel- ment, which are in?uencing directly the rapid growth of parallel and distributed computing. However, in order to make these bene?ts usable in practice, this dev- opment must be accompanied by progress in the design, analysis and application aspects of parallel algorithms. In particular, new approaches from parallel num- ics are important for solving complex computational problems on parallel and/or distributed systems. The contributions to this book are focused on topics most concerned in the trends of today’s parallel computing. These range from parallel algorithmics, progr- ming, tools, network computing to future parallel computing. Particular attention is paid to parallel numerics: linear algebra, differential equations, numerical integ- tion, number theory and their applications in computer simulations, which together form the kernel of the monograph. We expect that the book will be of interest to scientists working on parallel computing, doctoral students, teachers, engineers and mathematicians dealing with numerical applications and computer simulations of natural phenomena.

Parallel Computing

Roman Trobec,Marián Vajter#ic,Peter Zinterhof
Parallel Computing Book PDF

Author : Roman Trobec,Marián Vajter#ic,Peter Zinterhof
Publisher : Springer
Page : 520 pages
File Size : 42,8 Mb
Release : 2009-08-29
Category : Computers
ISBN : 1848824173

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Parallel Computing by Roman Trobec,Marián Vajter#ic,Peter Zinterhof Pdf

The use of parallel programming and architectures is essential for simulating and solving problems in modern computational practice. There has been rapid progress in microprocessor architecture, interconnection technology and software devel- ment, which are in?uencing directly the rapid growth of parallel and distributed computing. However, in order to make these bene?ts usable in practice, this dev- opment must be accompanied by progress in the design, analysis and application aspects of parallel algorithms. In particular, new approaches from parallel num- ics are important for solving complex computational problems on parallel and/or distributed systems. The contributions to this book are focused on topics most concerned in the trends of today’s parallel computing. These range from parallel algorithmics, progr- ming, tools, network computing to future parallel computing. Particular attention is paid to parallel numerics: linear algebra, differential equations, numerical integ- tion, number theory and their applications in computer simulations, which together form the kernel of the monograph. We expect that the book will be of interest to scientists working on parallel computing, doctoral students, teachers, engineers and mathematicians dealing with numerical applications and computer simulations of natural phenomena.

Models for Parallel and Distributed Computation

R. Correa,Ines de Castro Dutra,Mario Fiallos,Luiz Fernando Gomes da Silva
Models for Parallel and Distributed Computation Book PDF

Author : R. Correa,Ines de Castro Dutra,Mario Fiallos,Luiz Fernando Gomes da Silva
Publisher : Springer Science & Business Media
Page : 334 pages
File Size : 45,8 Mb
Release : 2013-06-29
Category : Computers
ISBN : 9781475736090

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Models for Parallel and Distributed Computation by R. Correa,Ines de Castro Dutra,Mario Fiallos,Luiz Fernando Gomes da Silva Pdf

Parallel and distributed computation has been gaining a great lot of attention in the last decades. During this period, the advances attained in computing and communication technologies, and the reduction in the costs of those technolo gies, played a central role in the rapid growth of the interest in the use of parallel and distributed computation in a number of areas of engineering and sciences. Many actual applications have been successfully implemented in various plat forms varying from pure shared-memory to totally distributed models, passing through hybrid approaches such as distributed-shared memory architectures. Parallel and distributed computation differs from dassical sequential compu tation in some of the following major aspects: the number of processing units, independent local dock for each unit, the number of memory units, and the programming model. For representing this diversity, and depending on what level we are looking at the problem, researchers have proposed some models to abstract the main characteristics or parameters (physical components or logical mechanisms) of parallel computers. The problem of establishing a suitable model is to find a reasonable trade-off among simplicity, power of expression and universality. Then, be able to study and analyze more precisely the behavior of parallel applications.

Euro-Par 2017: Parallel Processing

Francisco F. Rivera,Tomás F. Pena,José C. Cabaleiro
Euro Par 2017 Parallel Processing Book PDF

Author : Francisco F. Rivera,Tomás F. Pena,José C. Cabaleiro
Publisher : Springer
Page : 725 pages
File Size : 47,6 Mb
Release : 2017-08-18
Category : Computers
ISBN : 9783319642031

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Euro-Par 2017: Parallel Processing by Francisco F. Rivera,Tomás F. Pena,José C. Cabaleiro Pdf

This book constitutes the proceedings of the 23rd International Conference on Parallel and Distributed Computing, Euro-Par 2017, held in Santiago de Compostela, Spain, in August/September 2017. The 50 revised full papers presented together with 2 abstract of invited talks and 1 invited paper were carefully reviewed and selected from 176 submissions. The papers are organized in the following topical sections: support tools and environments; performance and power modeling, prediction and evaluation; scheduling and load balancing; high performance architectures and compilers; parallel and distributed data management and analytics; cluster and cloud computing; distributed systems and algorithms; parallel and distributed programming, interfaces and languages; multicore and manycore parallelism; theory and algorithms for parallel computation and networking; prallel numerical methods and applications; and accelerator computing.

Euro-Par 2015: Parallel Processing

Jesper Larsson Träff,Sascha Hunold,Francesco Versaci
Euro Par 2015 Parallel Processing Book PDF

Author : Jesper Larsson Träff,Sascha Hunold,Francesco Versaci
Publisher : Springer
Page : 703 pages
File Size : 52,5 Mb
Release : 2015-07-24
Category : Computers
ISBN : 9783662480960

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Euro-Par 2015: Parallel Processing by Jesper Larsson Träff,Sascha Hunold,Francesco Versaci Pdf

This book constitutes the refereed proceedings of the 21st International Conference on Parallel and Distributed Computing, Euro-Par 2015, held in Vienna, Austria, in August 2015. The 51 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 190 submissions. The papers are organized in the following topical sections: support tools and environments; performance modeling, prediction and evaluation; scheduling and load balancing; architecture and compilers; parallel and distributed data management; grid, cluster and cloud computing; distributed systems and algorithms; parallel and distributed programming, interfaces and languages; multi- and many-core programming; theory and algorithms for parallel computation; numerical methods and applications; and accelerator computing.

Euro-Par 2016: Parallel Processing

Pierre-François Dutot,Denis Trystram
Euro Par 2016 Parallel Processing Book PDF

Author : Pierre-François Dutot,Denis Trystram
Publisher : Springer
Page : 699 pages
File Size : 50,9 Mb
Release : 2016-08-10
Category : Computers
ISBN : 9783319436593

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Euro-Par 2016: Parallel Processing by Pierre-François Dutot,Denis Trystram Pdf

This book constitutes the refereed proceedings of the 22nd International Conference on Parallel and Distributed Computing, Euro-Par 2016, held in Grenoble, France, in August 2016. The 47 revised full papers presented together with 2 invited papers and one industrial paper were carefully reviewed and selected from 176 submissions. The papers are organized in 12 topical sections: Support Tools and Environments; Performance and Power Modeling, Prediction and Evaluation; Scheduling and Load Balancing; High Performance Architectures and Compilers; Parallel and Distributed Data Management and Analytics; Cluster and Cloud Computing; Distributed Systems and Algorithms; Parallel and Distributed Programming, Interfaces, Languages; Multicore and Manycore Parallelism; Theory and Algorithms for Parallel Computation and Networking; Parallel Numerical Methods and Applications; Accelerator Computing.

Euro-Par 2018: Parallel Processing

Marco Aldinucci,Luca Padovani,Massimo Torquati
Euro Par 2018 Parallel Processing Book PDF

Author : Marco Aldinucci,Luca Padovani,Massimo Torquati
Publisher : Springer
Page : 829 pages
File Size : 53,5 Mb
Release : 2018-08-20
Category : Computers
ISBN : 9783319969831

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Euro-Par 2018: Parallel Processing by Marco Aldinucci,Luca Padovani,Massimo Torquati Pdf

This book constitutes the proceedings of the 24th International Conference on Parallel and Distributed Computing, Euro-Par 2018, held in Turin, Italy, in August 2018. The 57 full papers presented in this volume were carefully reviewed and selected from 194 submissions. They were organized in topical sections named: support tools and environments; performance and power modeling, prediction and evaluation; scheduling and load balancing; high performance architecutres and compilers; parallel and distributed data management and analytics; cluster and cloud computing; distributed systems and algorithms; parallel and distributed programming, interfaces, and languages; multicore and manycore methods and tools; theory and algorithms for parallel computation and networking; parallel numerical methods and applications; and accelerator computing for advanced applications.

Euro-Par 2019: Parallel Processing

Ramin Yahyapour
Euro Par 2019 Parallel Processing Book PDF

Author : Ramin Yahyapour
Publisher : Springer
Page : 524 pages
File Size : 43,6 Mb
Release : 2019-08-19
Category : Computers
ISBN : 9783030294007

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Euro-Par 2019: Parallel Processing by Ramin Yahyapour Pdf

This book constitutes the proceedings of the 25th International Conference on Parallel and Distributed Computing, Euro-Par 2019, held in Göttingen, Germany, in August 2019. The 36 full papers presented in this volume were carefully reviewed and selected from 142 submissions. They deal with parallel and distributed computing in general, focusing on support tools and environments; performance and power modeling, prediction and evaluation; scheduling and load balancing; high performance architectures and compilers; data management, analytics and deep learning; cluster and cloud computing; distributed systems and algorithms; parallel and distributed programming, interfaces, and languages; multicore and manycore parallelism; theory and algorithms for parallel computation and networking; parallel numerical methods and applications; accelerator computing; algorithms and systems for bioinformatics; and algorithms and systems for digital humanities.

Models for Parallel and Distributed Computation

Ricardo Corrêa
Models for Parallel and Distributed Computation Book PDF

Author : Ricardo Corrêa
Publisher : Taylor & Francis US
Page : 342 pages
File Size : 55,5 Mb
Release : 2002-06-30
Category : Computers
ISBN : 1402006233

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Models for Parallel and Distributed Computation by Ricardo Corrêa Pdf

This book focuses on advanced techniques used in the design of efficient parallel programs. It presents a wide variety of different models of parallel and distributed computation and applications of these models to the design of efficient algorithms to solve numerical and non-numerical problems. It contains general and specific texts about advanced algorithms for parallel computation and gathers together the state-of-the-art on parallelism with contributions from researchers actively working with parallel computation. Its chapters cover a broad variety of models, ranging from abstract shared-memory models such as PRAM to more realistic models of distributed memory, including CGM, LogP and BSP. To the best of our knowledge, no other book in the literature covers state-of-the-art about parallel models as approached in this special edition. Audience: Practitioners, researchers and graduate students in Computer Science, Mathematics, Engineering and Sciences.

Parallel Processing and Applied Mathematics

Roman Wyrzykowski
Parallel Processing and Applied Mathematics Book PDF

Author : Roman Wyrzykowski
Publisher : Springer Science & Business Media
Page : 1193 pages
File Size : 43,6 Mb
Release : 2004-04-26
Category : Computers
ISBN : 9783540219460

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Parallel Processing and Applied Mathematics by Roman Wyrzykowski Pdf

This book constitutes the thoroughly refereed post-proceedings of the 5th International Conference on Parallel Processing and Applied Mathematics, PPAM 2003, held in Czestochowa, Poland, in September 2003. The 149 papers presented were carefully selected and improved during two rounds of reviewing and revision. The papers are organized in topical sections on parallel and distributed architectures, scheduling and load balancing, performance analysis and prediction, parallel and distributed non-numerical algorithms, parallel and distributed programming, tools and environments, applications, evolutionary computing, soft computing data and knowledge management, numerical methods and their applications, multi-dimensional systems, grid computing, heterogeneous platforms, high performance numerical computation, large-scale scientific computation, and bioinformatics applications.

Applied Parallel Computing: Advanced Scientific Computing

Juha Fagerholm,Juha Haataja,Jari Järvinen,Mikko Lyly,Peter Raback,Ville Savolainen
Applied Parallel Computing Advanced Scientific Computing Book PDF

Author : Juha Fagerholm,Juha Haataja,Jari Järvinen,Mikko Lyly,Peter Raback,Ville Savolainen
Publisher : Springer
Page : 614 pages
File Size : 45,8 Mb
Release : 2003-08-03
Category : Computers
ISBN : 9783540480518

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Applied Parallel Computing: Advanced Scientific Computing by Juha Fagerholm,Juha Haataja,Jari Järvinen,Mikko Lyly,Peter Raback,Ville Savolainen Pdf

This book constitutes the refereed proceedings of the 6th International Conference on Applied Parallel Computing, PARA 2002, held in Espoo, Finland, in June 2002. The 50 revised full papers presented together with nine keynote lectures were carefully reviewed and selected for inclusion in the proceedings. The papers are organized in topical sections on data mining and knowledge discovery, parallel program development, practical experience in parallel computing, computer science, numerical algorithms with hierarchical memory optimization, numerical methods and algorithms, cluster computing, grid and network technologies, and physics and applications.

Distributed Computing and Intelligent Technology

Raju Bapi,Sandeep Kulkarni,Swarup Mohalik,Sathya Peri
Distributed Computing and Intelligent Technology Book PDF

Author : Raju Bapi,Sandeep Kulkarni,Swarup Mohalik,Sathya Peri
Publisher : Springer Nature
Page : 280 pages
File Size : 45,7 Mb
Release : 2022-01-18
Category : Computers
ISBN : 9783030948764

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Distributed Computing and Intelligent Technology by Raju Bapi,Sandeep Kulkarni,Swarup Mohalik,Sathya Peri Pdf

This book constitutes the proceedings of the 18th International Conference on Distributed Computing and Intelligent Technology, ICDCIT 2022, held in Bhubaneswar, India, in January 20212. The 11 full papers presented together with 4 short papers were carefully reviewed and selected from 50 submissions. There are also 4 invited papers included. The papers were organized in topical sections named: invited papers, distributed computing and intelligent technology.

Parallel and Distributed Processing

Jose Rolim
Parallel and Distributed Processing Book PDF

Author : Jose Rolim
Publisher : Springer Science & Business Media
Page : 1194 pages
File Size : 45,5 Mb
Release : 1998-03-18
Category : Computers
ISBN : 3540643591

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Parallel and Distributed Processing by Jose Rolim Pdf

This book constitutes the refereed proceedings of 10 international workshops held in conjunction with the merged 1998 IPPS/SPDP symposia, held in Orlando, Florida, US in March/April 1998. The volume comprises 118 revised full papers presenting cutting-edge research or work in progress. In accordance with the workshops covered, the papers are organized in topical sections on reconfigurable architectures, run-time systems for parallel programming, biologically inspired solutions to parallel processing problems, randomized parallel computing, solving combinatorial optimization problems in parallel, PC based networks of workstations, fault-tolerant parallel and distributed systems, formal methods for parallel programming, embedded HPC systems and applications, and parallel and distributed real-time systems.