Fundamentals of Cpu/Gpu Power and Performance Modeling

By Rany Elsayed

This book presents a comprehensive, academically rigorous, and industry-grounded framework for modeling power and performance in modern CPUs and GPUs. It bridges architectural theory, workload-driven performance analysis, and realistic chip-level power modeling, explicitly incorporating variations and constraints that are often treated as secondary or external--such as thermals, yield, reliability, and power delivery. By integrating these dimensions into a single framework, the book connects early architectural decisions to post-silicon behavior and manufacturing out-comes, and demonstrates how accurate power-performance (PnP) modeling can directly inform high-impact decisions including binning strategy, product stacking, and wafer utilization.

• Format: Hardcover
• Language: English
• ISBN: 3032341116
• ISBN13: 9783032341112
• Release Date: September 2026
• Publisher: Springer
• Length: 1034 Pages