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Workload dependent mitigation approa...

Lin, Ji-Yung.

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Workload dependent mitigation approaches for performance variability = ensuring timing guarantees of integrated circuits /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Workload dependent mitigation approaches for performance variability/ by Ji-Yung Lin ... [et al.].
Reminder of title:	ensuring timing guarantees of integrated circuits /
other author:	Lin, Ji-Yung.
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xiv, 179 p. :ill. (chiefly color), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Electronic digital computers - Workload -
Online resource:	https://doi.org/10.1007/978-3-031-85624-2
ISBN:	9783031856242

Workload dependent mitigation approaches for performance variability = ensuring timing guarantees of integrated circuits /
Workload dependent mitigation approaches for performance variabilityensuring timing guarantees of integrated circuits /[electronic resource] :by Ji-Yung Lin ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xiv, 179 p. :ill. (chiefly color), digital ;24 cm.

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.

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. Provides a holistic view of workload-dependent mitigation techniques for performance variability; Introduces heterogeneous datapaths, improving time granularity of mitigation from the milliseconds to microseconds ; Combines dynamic voltage and frequency scaling with heterogeneous datapaths, enhancing variability mitigation.

ISBN: 9783031856242

Standard No.: 10.1007/978-3-031-85624-2doiSubjects--Topical Terms:

3783944
Electronic digital computers
--Workload

LC Class. No.: TK7874

Dewey Class. No.: 621.3815

Workload dependent mitigation approaches for performance variability = ensuring timing guarantees of integrated circuits /
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505 0 $a 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.
520 $a 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. Provides a holistic view of workload-dependent mitigation techniques for performance variability; Introduces heterogeneous datapaths, improving time granularity of mitigation from the milliseconds to microseconds ; Combines dynamic voltage and frequency scaling with heterogeneous datapaths, enhancing variability mitigation.
650 0 $a Electronic digital computers $x Workload $x Mathematical models. $3 3783944
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