Parallel Architectures And Neural Networks - Third Italian Workshop
Parallel Algorithms (Lecture Notes Series on Computing, #0)
by M. H. Alsuwaiyel
This book is an introduction to the field of parallel algorithms and the underpinning techniques to realize the parallelization. The emphasis is on designing algorithms within the timeless and abstracted context of a high-level programming language. The focus of the presentation is on practical applications of the algorithm design using different models of parallel computation. Each model is illustrated by providing an adequate number of algorithms to solve some problems that quite often arise i...
Introduction to Parallel Algorithms (Wiley Series on Parallel and Distributed Computing, #1)
by C. Xavier and S. S. Iyengar
Parallel algorithms Made Easy The complexity of today's applications coupled with the widespread use of parallel computing has made the design and analysis of parallel algorithms topics of growing interest. This volume fills a need in the field for an introductory treatment of parallel algorithms-appropriate even at the undergraduate level, where no other textbooks on the subject exist. It features a systematic approach to the latest design techniques, providing analysis and implementation de...
Parallel and Distributed Computing (Wiley Series on Parallel and Distributed Computing, #12)
by Claudia Leopold
An all-inclusive survey of the fundamentals of parallel and distributed computing. The use of parallel and distributed computing has increased dramatically over the past few years, giving rise to a variety of projects, implementations, and buzzwords surrounding the subject. Although the areas of parallel and distributed computing have traditionally evolved separately, these models have overlapping goals and characteristics. Parallel and Distributed Computing surveys the models and paradigms in t...
Scheduling and Load Balancing in Parallel and Distributed Systems (Systems)
CUDA for Engineers gives you direct, hands-on engagement with personal, high-performance parallel computing, enabling you to do computations on a gaming-level PC that would have required a supercomputer just a few years ago. The authors introduce the essentials of CUDA C programming clearly and concisely, quickly guiding you from running sample programs to building your own code. Throughout, you’ll learn from complete examples you can build, run, and modify, complemented by additional projects...
This millennium will see the increased use of parallel computing technologies at all levels of mainstream computing. Most computer hardware will use these technologies to achieve higher computing speeds, high speed access to very large distributed databases and greater flexibility through heterogeneous computing. These developments can be expected to result in the extended use of all types of parallel computers in virtually all areas of human endeavour. Compute-intensive problems in emerging are...
The near future will see the increased use of parallel computing technologies at all levels of mainstream computing. Computer hardware increasingly employs parallel techniques to improve computing power for the solution of large scale and computer intensive applications. Cluster and grid technologies make possible high speed computing facilities at vastly reduced costs.These developments can be expected to result in the extended use of all types of parallel computers in virtually all areas of hu...
Advances In Computing Techniques: Algorithms, Databases And Parallel Processing
This proceedings collects papers in the areas of computer algorithms, databases and parallel processing. The papers were presented by very prominent computer scientists from Japan and Singapore invited to a three days JSPS-NUS seminar held in Singapore on Dec '94.
This book is approapriate for undergraduate courses in parallel processing and parallel computing, offered in Computer Science or Computer Engineering departments. Prerequisites include computer architecture and analysis of algorithms. This book familiarizes readers with classical results in the theory of parallel computing and explains reasons behind the growth of parallel computing, as well as obstacles that limit the effectiveness of parallelism. The text also discusses problems encountered w...
WOPPLOT 86 - Workshop on Parallel Processing: Logic, Organization and Technology - gathered together experts from various fields for a broad overview of current trends in parallel processing. There are contributions from logic (e.g., the connection between time and logic, or non-monotonic reasoning); from organizational structure theory (of great importance for pyramid architecture) and structure representation; from intrinsic parallelism and problem classification; from developments in future...
Mathematical Foundations of Computer Science 1991 (Lecture Notes in Computer Science, #520)
by Andrzej Tarlecki
This volume contains the proceedings of the 16th International Symposium on Mathematical Foundations of Computer Science, MFCS '91, held in Kazimierz Dolny, Poland, September 9-13, 1991. The series of MFCS symposia, organized alternately in Poland and Czechoslovakia since 1972, has a long and well established tradition. The purpose of the series is to encourage high-quality research in all branches of theoretical computer science and to bring together specialists working actively in the area. Pr...
Artificial Neural Networks (Lecture Notes in Computer Science, #540)
Artificial neural networks are massively parallel interconnected networks ofsimple elements which are intended to interact with the objects of the real world in the same way as biological nervous systems do. Interest in these networks is due to the opinion that they are able to perform tasks like image and speech recognition that have only been implemented in limited ways by traditional computing methods. This book includes invited lectures and the full contributions to the I...
Exploitation of Fine-Grain Parallelism (Lecture Notes in Computer Science, #942)
Many parallel computer architectures are especially suited for particular classes of applications. However, there are only a few parallel architectures equally well suited for standard programs. Much effort is invested into research in compiler techniques to make programming parallel machines easier. This book presents methods for automatic parallelization, so that programs need not to be tailored for specific architectures; here the focus is on fine-grain parallelism, offered by most new microp...
Advances in optical technologies have made it possible to implement optical interconnections in future massively parallel processing systems. Photons are non-charged particles, and do not naturally interact. Consequently, there are many desirable characteristics of optical interconnects, e.g. high speed (speed of light), increased fanout, high bandwidth, high reliability, longer interconnection lengths, low power requirements, and immunity to EMI with reduced crosstalk. Optics can utilize...
PVM (Scientific and Engineering Computation)
by Al Geist, Adam Beguelin, Jack Dongarra, Weicheng Jiang, Robert Manchek, and Vaidyalingam S. Sunderam
Written by the team that developed the software, this tutorial is the definitive resource for scientists, engineers, and other computer users who want to use PVM to increase the flexibility and power of their high-performance computing resources. Written by the team that developed the software, this tutorial is the definitive resource for scientists, engineers, and other computer users who want to use PVM to increase the flexibility and power of their high-performance computing resources. PVM i...
Using MPI (Using MPI) (Scientific and Engineering Computation)
by William Gropp, Ewing Lusk, and Anthony Skjellum
The Message Passing Interface (MPI) specification is widely used for solving significant scientific and engineering problems on parallel computers. There exist more than a dozen implementations on computer platforms ranging from IBM SP-2 supercomputers to clusters of PCs running Windows NT or Linux ("Beowulf" machines). The initial MPI Standard document, MPI-1, was recently updated by the MPI Forum. The new version, MPI-2, contains both significant enhancements to the existing MPI core and new f...
Parallel and Distributed Simulation Systems (Wiley Series on Parallel and Distributed Computing, #7)
by Richard M Fujimoto
A state-of-the-art guide for the implementation of distributed simulation technology. The rapid expansion of the Internet and commodity parallel computers has made parallel and distributed simulation (PADS) a hot technology indeed. Applications abound not only in the analysis of complex systems such as transportation or the next-generation Internet, but also in computer-generated virtual worlds for military and professional training, interactive computer games, and the entertainment industry....
Concurrent systems are generally understood in terms of behavioral notions. Models for Concurrency analyzes the subject in terms of events and their temporal relationship rather than on global states. It presents a comprehensive analysis of model theory applied to concurrent protocols, and seeks to provide a theory of concurrency that is both intuitively appealing and rigorously based on mathematical foundations. The book is divided into three main sections. The first introduces the required con...
Games Programming has been written for the personal computer owner who is setting out to write fams programs. It charts the territory which lies beyond the simplistic arcade game and which leads to the more intellectually exciting game moderators and learning programs. This is not another book of program listings, nor does it present game algorithms in isolation from the computer methods which make them work. The aim is to equip the reader with an awareness of modern techniques of structured pro...
Debugging and Performance Tuning for Parallel Computing Systems (Systems)
Parallel Database Techniques (Practitioners)
by Mahdi Abdelguerfi and Kam-Fai Wong