Atiyeh Gheibi-Fetrat: RTGPU: Real-Time Computing with Graphics Processing Units, Gebunden
RTGPU: Real-Time Computing with Graphics Processing Units
- Architectures, Challenges, and Solutions for Time-Critical GPU Systems
- Publisher:
- Springer-Verlag GmbH, 02/2026
- Binding:
- Gebunden
- Language:
- Englisch
- ISBN-13:
- 9783032114211
- Item number:
- 12496750
- other:
- 1 illus.
- Release date:
- 27.2.2026
- Series:
- Synthesis Lectures on Computer Architecture
- Note
-
Caution: Product is not in German language
Blurb
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.
