Parallel Programming: Practical Aspects, Models and Current Limitations: Practical Aspects, Models & Current Limitations (Mathematics Research Developments) - Hardcover

Hardcover

ISBN 10: 1633219577 ISBN 13: 9781633219571

Verlag: Nova Science Publishers Inc, 2014

Inhaltsangabe

Parallel programming is designed for the use of parallel computer systems for solving time-consuming problems that cannot be solved on a sequential computer in a reasonable time. These problems can be divided into two classes: 1. Processing large data arrays (including processing images and signals in real time); 2. Simulation of complex physical processes and chemical reactions For each of these classes, prospective methods are designed for solving problems. For data processing, one of the most promising technologies is the use of artificial neural networks. Particles-in-cell method and cellular automata are very useful for simulation. Problems of scalability of parallel algorithms and the transfer of existing parallel programs to future parallel computers are very acute now. An important task is to optimise the use of the equipment (including the CPU cache) of parallel computers. Along with parallelising information processing, it is essential to ensure the processing reliability by the relevant organisation of systems of concurrent interacting processes. From the perspective of creating qualitative parallel programs, it is important to develop advanced methods of learning parallel programming. The above reasons are the basis for the creation of this book, chapters of which are devoted to solving these problems. We hope this book will be of interest to researchers, students and all those working in the field of parallel programming and high performance computing.

Details zur Ausgabe

• Verlag: Nova Science Publishers Inc
• Erscheinungsdatum: 2014
• Sprache: Englisch
• ISBN 10: 1633219577
• ISBN 13: 9781633219571
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 235
• Herausgeber: Tarkov Mikhail S.
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar