Performance Modeling of Computer Systems
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Performance Modeling of Computer Systems, Apress
A Comprehensive Guide to Microarchitectural Simulation
Von Ananya Pareek, im heise shop in digitaler Fassung erhältlich
Produktinformationen "Performance Modeling of Computer Systems"
This book addresses the gap between performance modeling theory and practice by
providing a systematic approach for learning and applying performance modeling
relevant principles. It covers essential hardware systems including CPUs, GPUs,
accelerators, and memory systems. For each system category, a three-pronged
approach is employed: teaching the theoretical background succinctly, presenting
modeling methodologies and detailed microarchitectural (cycle-accurate or other)
techniques, and providing hands-on implementation guidance using freely
available open source simulation frameworks. Furthermore, exercises reinforce
learning through combined theoretical analysis and practical implementation.
This comprehensive approach offers multiple advantages. It provides thorough
coverage of diverse systems, enabling professionals to build expertise without
depending on specific job opportunities for learning. It allows students and new
professionals to explore multiple areas before specializing with greater
confidence. Finally, it serves as a practical reference for quick refreshers and
skill development throughout one's career progression.
What You'll Learn
- Master performance modeling of CPUs, GPUs, accelerators, and memory systems using top open-source tools.
- Refresh core computer architecture concepts essential for accurate modeling.
- Apply best practices to real-world scenarios and start contributing with confidence.
- Build hands-on skills through exercises using widely adopted simulation frameworks.
- Adapt modeling techniques to new hardware and emerging technologies.
Artikel-Details
- Anbieter:
- Apress
- Autor:
- Ananya Pareek
- Artikelnummer:
- 9798868824760
- Veröffentlicht:
- 30.07.26
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