Mining for Knowledge: Exploring GPU Architectures In Cryptocurrency and AI

di Ladd Baby (Autore)

Ladd Baby, 2024

Mining for Knowledge: Exploring GPU Architectures in Cryptocurrency and AI is the next step in your journey through the dynamic world of technology and finance. Following the success of the first book in the series, this second edition takes a deep dive into one of the most crucial components driving both cryptocurrency mining and artificial intelligence: GPU (Graphics Processing Unit) architecture. This comprehensive guide unravels the complexities of GPU technology, offering a detailed exploration into how GPUs work, their design and architecture, and their vital role in powering today's most advanced applications. Whether you're a cryptocurrency miner seeking to optimize your setup, a data scientist looking to harness GPU power for AI and machine learning, or a tech enthusiast fascinated by the evolving architecture of these processors, this book has something for you. In Mining for Knowledge, you'll discover how GPUs have evolved from their original purpose of rendering high-quality graphics to becoming essential tools for accelerating complex computational workloads. Learn how cryptocurrency miners utilize the parallel processing capabilities of GPUs to achieve higher hashing power, and how AI researchers use them to train deep learning models more efficiently. The book provides a breakdown of the leading GPU architectures from major manufacturers like NVIDIA and AMD, offering insights into their performance, energy efficiency, and potential future innovations. This book also emphasizes practical applications. It guides readers through optimizing GPU performance in both cryptocurrency mining and AI projects. Whether you're configuring hardware for mining Ethereum or training neural networks, the detailed advice will help you get the most out of your GPU investment. Additionally, Mining for Knowledge doesn't shy away from discussing the challenges of GPU usage, particularly around sustainability and energy consumption. As GPUs become more central to both cryptocurrency and AI, the environmental impacts of their usage are increasingly scrutinized. This book presents cutting-edge solutions and emerging trends in sustainable computing, from energy-efficient GPU models to the use of renewable energy in mining operations. With its clear explanations, practical insights, and forward-thinking approach, Mining for Knowledge: Exploring GPU Architectures in Cryptocurrency and AI is a must-read for anyone involved in cryptocurrency mining, artificial intelligence, or technology development. Whether you're a seasoned professional or a beginner, this guide equips you with the knowledge needed to navigate the evolving landscape of GPUs, ensuring you're well-prepared for the future of both cryptocurrency and AI.

• Autore: Ladd Baby
• Anno edizione: 2024
• Editore: Ladd Baby
• Formato: EPUB2 con DRMFREE
• Compatibilità: Tutti i dispositivi (eccetto Kindle)
• Layout: Reflowable
• EAN: 9798227014856

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