Workload Dependent Mitigation Approaches for Performance Variability : Ensuring Timing Guarantees of Integrated Circuits

著者名：Lin, Ji-Yung/Noltsis, Michalis/Soudris, Dimitrios/Catthoor, Francky

Springer（2025/05/28発売）

• 言語：ENG
• ISBN：9783031856235
• eISBN：9783031856242

Description

This book provides a holistic view of workload-dependent mitigation techniques for performance variability.  The authors describe the use of design-time profiling information to reduce the uncertainties in future execution time calculation at run time, thereby offering the best option for minimizing system costs while reducing missed deadlines.  Readers are introduced to an approach that combines dynamic voltage and frequency scaling (DVFS) with heterogeneous datapaths (HDP), enabling users to tackle performance variability of multiple timescales down to the sub-millisecond level.

Table of Contents

Chapter 1. Introduction.- Chapter 2. Variability in Integrated Circuits.- Chapter 3. Mitigation Approaches for Performance Variability: State-of-the-Art.- Chapter 4. Mitigating Performance Variability Using System and Adaptive Scenarios.- Chapter 5. Workload-Dependent Multi-Timescale Mitigation Approach for Performance Variability: Theory.- Chapter 6. Workload-Dependent Multi-Timescale Mitigation Approach for Performance Variability: Experiments.- Chapter 7. Cross-Layer Reliability and VariabilityMitigation Framework: Theory.- Chapter 8. Cross-Layer Reliability and VariabilityMitigation Framework: Experiments.- Chapter 9. Conclusion and Future Work.