High Performance Computing

Bol Partner

The computing power that's available on the average desktop has exploded in the past few years. A typical PC has performance exceeding that of a multi-million dollar supercomputer a mere decade ago. To some people, that might mean that it's time to sit back and watch computers get faster: performance is no longer an issue, we'll let hardware do the work. But if you're looking at this book, you're not one of them. Performance is always an issue. Even with the fastest computers, there's a need to harness the processing power and get more work done in a limited amount of time.If you're a software developer, you probably know that getting the most out of a modern workstation or PC can be tricky. Paying closer attention to memory reference patterns and loop structure can have a huge payoff. High Performance Computing discusses how modern workstations get their performance and how you can write code that makes optimal use of your hardware. You'll learn what the newest buzzwords really mean, how caching and other memory design features affect the way your software behaves, and where the newest "post-RISC" architectures are headed.If you're involved with purchasing or evaluating workstations, this book will help you make intelligent comparisons. You'll learn how to interpret the commonly quoted industry benchmarks, what vendors do to show their machines in the best possible light, and how to run your own benchmarks.Whether you're using the latest Pentium PC or a highly specialized multiprocessor, you'll find High Performance Computing an indispensable guide. Topics covered include:CPU and memory architecture for RISC microprocessors and their successorsOptimizing compilersTiming and profiling programsUnderstanding parallelismLoop and memory reference optimizationsBenchmarkingParallel Computing and Multiprocessing

Bol

High-performance computing (HPC) is a critical field in modern computing, enabling the processing of large amounts of data and complex computations that were once impossible. In "Understanding High-Performance Computing and Supercomputing: The Advancements, Applications, and Future of Computing Power," readers will gain a comprehensive understanding of the principles, technologies, and applications of HPC and supercomputing. This book explores the history of HPC and its evolution into modern supercomputing, providing a deep understanding of the underlying technology, architecture, and software. It covers key topics such as parallel computing, distributed systems, GPU computing, and quantum computing. The book also examines the many applications of HPC, including weather forecasting, scientific simulations, drug discovery, and financial modeling. It delves into the use of HPC in various industries, such as aerospace, healthcare, and entertainment, and explores how HPC is shaping the future of technology. Readers will gain insight into the current state of the industry, with a discussion of the latest advancements and trends in HPC. They will also learn about the future of HPC, including emerging technologies and challenges to be overcome. "Understanding High-Performance Computing and Supercomputing" is an essential resource for students, researchers, and professionals in computer science, engineering, mathematics, and other fields. It offers a comprehensive and in-depth understanding of HPC, providing readers with the knowledge they need to contribute to this critical field.

Amazon

Pagina's: 480, Editie: 2nd ed., Paperback, Morgan Kaufmann Publishers In