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Multi-Accelerator Systems
Kai Turing
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Naturwissenschaften, Medizin, Informatik, Technik / Informatik, EDV
Beschreibung
"Multi-Accelerator Systems" presents a comprehensive exploration of modern computing's shift toward integrated acceleration technologies, addressing the growing need for enhanced computational power beyond traditional CPU-based solutions. The book examines how the strategic combination of Graphics Processing Units (GPUs), Field Programmable Gate Arrays (FPGAs), and Application-Specific Integrated Circuits (ASICs) can revolutionize processing capabilities while maintaining energy efficiency.
Through a methodical approach, it demonstrates how different accelerator technologies can be optimally combined to handle intensive computational workloads in fields like artificial intelligence, scientific simulation, and data analytics. The text progresses logically from fundamental accelerator architectures through integration methodologies to practical implementation strategies, supporting its technical content with real-world performance data and industry case studies.
What sets this book apart is its practical focus on implementation rather than pure theory, providing concrete solutions for organizations looking to enhance their computational capabilities. The authors effectively bridge the gap between theoretical knowledge and practical application, offering detailed guidelines for system integration and optimization strategies.
Technical professionals, computer engineers, and graduate students will find particular value in the book's interdisciplinary approach, which connects computer engineering with thermal physics, electrical engineering, and software engineering. While maintaining technical rigor, the content remains accessible through clear explanations and practical examples, making complex concepts understandable for readers with basic knowledge of computer architecture and parallel processing principles. The inclusion of current industry debates and emerging technologies ensures the book's relevance in the rapidly evolving field of high-performance computing.
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multi-accelerator systems