{"product_id":"advanced-cuda-programming-high-performance-computing-with-gpus-9798310265844","title":"Advanced CUDA Programming: High Performance Computing with GPUs","description":"\u003cp\u003e • Author(s): Gareth Morgan Thomas\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Languages - C++\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAdvanced CUDA Programming: High-Performance Computing with GPUs\u003c\/b\u003e is the ultimate guide to unlocking the full power of modern GPU computing. Whether you're developing AI models, optimizing scientific simulations, or pushing real-time applications to their limits, this book delivers the advanced techniques and expert insights you need to achieve peak CUDA performance.\u003c\/p\u003e\u003cp\u003eGPU programming is no longer optional-it's a necessity in today's world of deep learning, AI acceleration, and high-performance computing. But simply writing CUDA kernels isn't enough. To truly optimize GPU applications, you need a deep understanding of \u003cb\u003eGPU architecture, memory hierarchies, execution models, and performance tuning strategies\u003c\/b\u003e. This book takes you beyond the fundamentals and into the world of \u003cb\u003eadvanced CUDA programming\u003c\/b\u003e, where efficiency, scalability, and raw computational power define success.\u003c\/p\u003eWhat You'll Learn: \u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eDeep GPU Architecture Insights\u003c\/b\u003e - Explore the Ampere and Hopper architectures, including \u003cb\u003estreaming multiprocessors, warp scheduling, and memory controller design\u003c\/b\u003e.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMemory Optimization Techniques\u003c\/b\u003e - Implement \u003cb\u003ecoalesced memory access, shared memory tuning, cache optimizations, and unified memory strategies\u003c\/b\u003e for peak performance.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eAsynchronous Execution \u0026amp; CUDA Streams\u003c\/b\u003e - Master \u003cb\u003emulti-stream processing, event-based synchronization, and pinned memory usage\u003c\/b\u003e to maximize parallelism.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eHigh-Performance Kernel Development\u003c\/b\u003e - Learn \u003cb\u003ethread block optimization, warp-level programming, and dynamic parallelism\u003c\/b\u003e for efficient kernel execution.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eAI \u0026amp; Deep Learning Acceleration\u003c\/b\u003e - Optimize \u003cb\u003eGEMM, convolution operations, mixed precision training, and inference using tensor cores\u003c\/b\u003e.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMulti-GPU \u0026amp; Distributed Computing\u003c\/b\u003e - Scale workloads across GPUs with \u003cb\u003eP2P communication, NVLink, workload distribution, and MPI integration\u003c\/b\u003e.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eReal-Time Processing \u0026amp; Low-Latency Optimization\u003c\/b\u003e - Develop real-time applications with \u003cb\u003edeterministic execution, deadline scheduling, and pipeline optimizations\u003c\/b\u003e.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eDebugging \u0026amp; Profiling Mastery\u003c\/b\u003e - Use \u003cb\u003eNsight Compute, CUDA-GDB, memory checking tools, and roofline analysis\u003c\/b\u003e to fine-tune CUDA applications.\u003c\/li\u003e\n\u003c\/ul\u003eWhy This Book?\u003cp\u003eThis isn't just another CUDA guide-it's a \u003cb\u003emasterclass in performance optimization\u003c\/b\u003e. Packed with real-world case studies, hands-on techniques, and cutting-edge strategies, it delivers everything you need to develop \u003cb\u003efast, scalable, and production-ready GPU applications\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eIf you're ready to take your CUDA skills to the next level and maximize GPU performance like never before, this book is your roadmap. Don't leave performance on the table-\u003cb\u003estart optimizing today.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45556419428503,"sku":"9798310265844","price":2928.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798310265844.webp?v=1769293613","url":"https:\/\/atlanticbooks.com\/products\/advanced-cuda-programming-high-performance-computing-with-gpus-9798310265844","provider":"Atlantic Books","version":"1.0","type":"link"}