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This historical survey of parallel processing from 1980 to 2020 is a follow-up to the authors’ 1981 Tutorial on Parallel Processing, which covered the state of the art in hardware, programming languages, and applications. Here, we cover the evolution of the field since 1980 in: parallel computers, ranging from the Cyber 205 to clusters now approaching an exaflop, to multicore microprocessors, and Graphic Processing Units (GPUs) in commodity personal devices; parallel programming notations such as OpenMP, MPI message passing, and CUDA streaming notation; and seven parallel applications, such as finite element analysis and computer vision. Some things that looked like they would be major tre...
In 1741, Manhattan had the second-largest slave population of any city in the Thirteen Colonies after Charleston, South Carolina. As a result The Conspiracy of 1741, also known as the Negro Plot of 1741 broke out in New York. This rebellion is marked as one of the most controversial events in the early American history because most historians disagree as to whether such a plot existed and, if there was one, its scale. This alleged conspiracy served as an excuse for a brutal revenge of the local authorities. The main target were African slaves. As in the Salem witch trials, a few witnesses implicated many other suspects. In the end, over 100 people were hanged, exiled, or burned at the stake.
Performance Computing: Modern Systems and Practices is a fully comprehensive and easily accessible treatment of high performance computing, covering fundamental concepts and essential knowledge while also providing key skills training. With this book, students will begin their careers with an understanding of possible directions for future research and development in HPC, domain scientists will learn how to use supercomputers as a key tool in their quest for new knowledge, and practicing engineers will discover how supercomputers can employ HPC systems and methods to the design and simulation of innovative products. This new edition has been fully updated, and has been reorganized and restru...
In 1741, Manhattan had the second-largest slave population of any city in the Thirteen Colonies after Charleston, South Carolina. As a result The Conspiracy of 1741, also known as the Negro Plot of 1741 broke out in New York. This rebellion is marked as one of the most controversial events in the early American history because most historians disagree as to whether such a plot existed and, if there was one, its scale. This alleged conspiracy served as an excuse for a brutal revenge of the local authorities. The main target were African slaves. As in the Salem witch trials, a few witnesses implicated many other suspects. In the end, over 100 people were hanged, exiled, or burned at the stake.
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Big Data Systems encompass massive challenges related to data diversity, storage mechanisms, and requirements of massive computational power. Further, capabilities of big data systems also vary with respect to type of problems. For instance, distributed memory systems are not recommended for iterative algorithms. Similarly, variations in big data systems also exist related to consistency and fault tolerance. The purpose of this book is to provide a detailed explanation of big data systems. The book covers various topics including Networking, Security, Privacy, Storage, Computation, Cloud Computing, NoSQL and NewSQL systems, High Performance Computing, and Deep Learning. An illustrative and p...
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