RTGPU: Real-Time Computing with Graphics Processing Units

Architectures, Challenges, and Solutions for Time-Critical GPU Systems

von Atiyeh Gheibi-Fetrat, Sepideh Safari, Shaahin Hessabi, Hamid Sarbazi-Azad

116 Seiten, Hardcover

Kurzbeschreibung des Verlags

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.

Clear, rigorous, and research-driven, this book is an essential reference for computer scientists, embedded systems engineers, and academic researchers looking to design the next generation of real-time, GPU-accelerated systems. It doesn’t just review the field—it defines it.

• Reihe: Synthesis Lectures on Computer Architecture
• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Elektronik, Nachrichtentechnik Elektronik Schaltkreise und Komponenten (Bauteile)
• ISBN: 9783032114211
• Sprache: Englisch
• Erscheinungsdatum: 07.02.2026
• Größe: 24 x 16.8 cm
• Verlag: Springer International Publishing