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Workload Dependent Mitigation Approaches for Performance Variability

By Ji-Yung Lin

Workload Dependent Mitigation Approaches for Performance Variability Computer Science

Workload Dependent Mitigation Approaches for Performance Variability

By Ji-Yung Lin

0 - Default Title
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. - 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.
Product details
Number of Pages:
196
Release Date:
2025-05-29
Publication Date:
2025-05-29
Publisher:
Springer Nature Switzerland
Languages:
Original: English
ISBN10:
3031856236
ISBN13:
9783031856235
GPSR Manufacturer Reference:
[email protected]
Weight:
463 g
Height:
160 cm
Width:
241 cm
Thickness:
17 cm
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