Software Optimization For High Performance Computing
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Software Optimization for High-performance Computing
Author: Kevin R. Wadleigh
language: en
Publisher: Prentice Hall Professional
Release Date: 2000
The hands-on guide to high-performance coding and algorithm optimization. This hands-on guide to software optimization introduces state-of-the-art solutions for every key aspect of software performance - both code-based and algorithm-based. Two leading HP software performance experts offer comparative optimization strategies for RISC and for the new Explicitly Parallel Instruction Computing (EPIC) design used in Intel IA-64 processors. Using many practical examples, they offer specific techniques for: Predicting and measuring performance - and identifying your best optimization opportunities Storage optimization: cache, system memory, virtual memory, and I/0 Parallel processing: distributed-memory and shared-memory (SMP and ccNUMA) Compilers and loop optimization Enhancing parallelism: compiler directives, threads, and message passing Mathematical libraries and algorithms Whether you're a developer, ISV, or technical researcher, if you need to optimize high-performance software on today's leading processors, one book delivers the advanced techniques and code examples you need: Software Optimization for High Performance Computing.
Mastering Software Optimization: The Ultimate Guide for High-Performance Computing
Author: Pasquale De Marco
language: en
Publisher: Pasquale De Marco
Release Date: 2025-04-14
In the realm of high-performance computing (HPC), where speed and efficiency reign supreme, software optimization is the key to unlocking the full potential of these powerful machines. "Mastering Software Optimization: The Ultimate Guide for High-Performance Computing" is a comprehensive guide that empowers programmers to write high-performance software that runs efficiently on HPC systems. With a focus on practical applications, this book takes readers on a journey through the world of software optimization, covering a wide range of topics, from the fundamentals to advanced techniques. Readers will learn how to identify performance bottlenecks, analyze and profile their code, and apply optimization techniques to improve performance on a variety of HPC architectures, including single-processor systems, multicore processors, and GPU-accelerated systems. Beyond performance optimization, this book delves into essential considerations such as energy efficiency, security, reliability, and maintainability. It explores the delicate balance between performance and these other important factors, helping readers make informed decisions and develop software that meets the demands of HPC environments. Written in a clear and engaging style, "Mastering Software Optimization" is an invaluable resource for HPC programmers of all levels. With its comprehensive coverage of optimization techniques and real-world examples, this book is the ultimate guide to writing high-performance software that runs efficiently on HPC systems. If you are a programmer looking to unlock the full potential of your HPC software, "Mastering Software Optimization" is the book for you. With its practical approach and in-depth coverage, this book will help you write software that runs faster, consumes less energy, and is more secure and reliable. Get ready to take your HPC programming skills to the next level and achieve peak performance with this comprehensive guide. If you like this book, write a review on google books!
High Performance Computing
High Performance Computing: Programming and Applications presents techniques that address new performance issues in the programming of high performance computing (HPC) applications. Omitting tedious details, the book discusses hardware architecture concepts and programming techniques that are the most pertinent to application developers for achievi