Fundamentals of Cpu/Gpu Power and Performance Modeling
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Overview
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.
- Integrates coverage of CPU and GPU power and performance modeling under all constraints faced by real silicon
- Connects chip topology & microarchitecture to workload-driven performance modeling through the lens of power management
- Grounded in real environment and workflows used in actual silicon development across multiple product generations
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Details
- ISBN-13: 9783032341112
- ISBN-10: 3032341116
- Publisher: Springer
- Publish Date: February 2027
- Page Count: 1034
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