Computer Science & Engineering

High Performance Computing

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Parallel Programming with Co-arrays

1st Edition

Robert W. Numrich
September 17, 2018

Parallel Programming with Co-Arrays describes the basic techniques used to design parallel algorithms for high-performance, scientific computing. It is intended for upper-level undergraduate students and graduate students who need to develop parallel codes with little or no previous introduction to...

High-Performance Computing in Finance: Problems, Methods, and Solutions

1st Edition

M. A. H. Dempster, Juho Kanniainen, John Keane, Erik Vynckier
March 12, 2018

High-Performance Computing (HPC) delivers higher computational performance to solve problems in science, engineering and finance. There are various HPC resources available for different needs, ranging from cloud computing– that can be used without much expertise and expense – to more tailored...

Parallel Programming for Modern High Performance Computing Systems

1st Edition

Pawel Czarnul
February 28, 2018

In view of the growing presence and popularity of multicore and manycore processors, accelerators, and coprocessors, as well as clusters using such computing devices, the development of efficient parallel applications has become a key challenge to be able to exploit the performance of such systems....

GPU Parallel Program Development Using CUDA

1st Edition

Tolga Soyata
February 16, 2018

GPU Parallel Program Development using CUDA teaches GPU programming by showing the differences among different families of GPUs. This approach prepares the reader for the next generation and future generations of GPUs. The book emphasizes concepts that will remain relevant for a long time, rather...

Exascale Scientific Applications: Scalability and Performance Portability

1st Edition

Tjerk P. Straatsma, Katerina B. Antypas, Timothy J. Williams
November 09, 2017

From the Foreword: "The authors of the chapters in this book are the pioneers who will explore the exascale frontier. The path forward will not be easy... These authors, along with their colleagues who will produce these powerful computer systems will, with dedication and determination, overcome...

Programming for Hybrid Multi/Manycore MPP Systems

1st Edition

John Levesque, Aaron Vose
October 10, 2017

"Ask not what your compiler can do for you, ask what you can do for your compiler."--John Levesque, Director of Cray’s Supercomputing Centers of Excellence The next decade of computationally intense computing lies with more powerful multi/manycore nodes where processors share a large memory space....

High Performance Computing for Big Data: Methodologies and Applications

1st Edition

Chao Wang
October 10, 2017

High-Performance Computing for Big Data: Methodologies and Applications explores emerging high-performance architectures for data-intensive applications, novel efficient analytical strategies to boost data processing, and cutting-edge applications in diverse fields, such as machine learning, life...

What Every Engineer Should Know About Modeling and Simulation

1st Edition

Raymond J. Madachy, Daniel Houston
August 25, 2017

This practical book presents fundamental concepts and issues in computer modeling and simulation (M&S) in a simple and practical way for engineers, scientists, and managers who wish to apply simulation successfully to their real-world problems. It offers a concise approach to the coverage of...

Introduction to Modeling and Simulation with MATLAB® and Python

1st Edition

Steven I. Gordon, Brian Guilfoos
July 17, 2017

Introduction to Modeling and Simulation with MATLAB and Python is intended for students and professionals in science, social science, and engineering that wish to learn the principles of computer modeling, as well as basic programming skills. The book content focuses on meeting a set of basic...

Scientific Computing with Multicore and Accelerators

1st Edition

Jakub Kurzak, David A. Bader, Jack Dongarra
June 07, 2017

The hybrid/heterogeneous nature of future microprocessors and large high-performance computing systems will result in a reliance on two major types of components: multicore/manycore central processing units and special purpose hardware/massively parallel accelerators. While these technologies have...

Data-Intensive Science

1st Edition

Terence Critchlow, Kerstin Kleese van Dam
March 08, 2017

Data-intensive science has the potential to transform scientific research and quickly translate scientific progress into complete solutions, policies, and economic success. But this collaborative science is still lacking the effective access and exchange of knowledge among scientists, researchers,...

IoT Automation: Arrowhead Framework

1st Edition

Jerker Delsing
February 09, 2017

This book presents an in-depth description of the Arrowhead Framework and how it fosters interoperability between IoT devices at service level, specifically addressing application. The Arrowhead Framework utilizes SOA technology and the concepts of local clouds to provide required automation...

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