RTGPU: Real-Time Computing with GPU by Atiyeh Gheibi-Fetrat (.ePUB)+
File Size: 10.7 MB
RTGPU: Real-Time Computing with Graphics Processing Units: Architectures, Challenges, and Solutions for Time-Critical GPU Systems by Atiyeh Gheibi-Fetrat, Sepideh Safari, Shaahin Hessabi, Hamid Sarbazi-Azad
Requirements: .ePUB, .PDF reader, 10.7 MB | True PDF, True EPUB
Overview: This is a comprehensive and forward-thinking book that addresses one of the most pressing challenges in modern computing: how to leverage the immense computational power of GPUs within the stringent constraints of real-time systems. As industries demand faster, smarter, and more responsive technologies—autonomous vehicles, robotics, edge AI, and cyber-physical systems—the ability to deliver deterministic performance on inherently non-deterministic hardware becomes critical. This book dives deep into the architectural mismatch between GPUs and real-time requirements, unravelling the complexity of preemption limitations, variable execution times, synchronization bottlenecks, and resource contention. It presents a unified view of the field, combining foundational knowledge with state-of-the-art solutions, ranging from innovative scheduling algorithms and multitasking frameworks to power-aware design strategies and emerging hardware paradigms.
Genre: Non-Fiction > Tech & Devices
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