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Fault-Tolerant Mapping of Real-Time Parallel Applications under multiple DVFS schemes
- Source :
- RTAS 2021-27th IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS 2021-27th IEEE Real-Time and Embedded Technology and Applications Symposium, May 2021, Samos Island, Greece. pp.387-399, ⟨10.1109/RTAS52030.2021.00038⟩, RTAS
- Publication Year :
- 2021
- Publisher :
- HAL CCSD, 2021.
-
Abstract
- International audience; On multicore platforms, reliable task execution, as well as low energy consumption, are essential. Dynamic Voltage/Frequency Scaling (DVFS) is typically used for energy saving, but with a negative impact on reliability, especially when the frequency is low. Using high frequencies to meet reliability constraints is not always feasible, while multiple replicas increase energy consumption. To minimize energy consumption, enhancing reliability, with-out violating real-time constraints, we propose an approach that combines distinct reliability enhancement techniques, under task-level, processor-level and system-level DVFS. Our task mapping problem jointly optimizes task allocation, task frequency assignment, and task duplication, under multiple constraints. This is achieved by formulating the task mapping problem as a mixed integer non-linear programming problem and equivalently transforming it into a mixed integer linear programming, that is optimally solved. From the obtained results, the proposed approach achieves better energy consumption and finds solutions, when other approaches fail.
- Subjects :
- Mathematical optimization
Multi-core processor
Linear programming
Computer science
Reliability (computer networking)
[INFO.INFO-ES]Computer Science [cs]/Embedded Systems
Energy consumption
Frequency scaling
Integer programming
Computer Science::Operating Systems
Nonlinear programming
Task (project management)
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- RTAS 2021-27th IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS 2021-27th IEEE Real-Time and Embedded Technology and Applications Symposium, May 2021, Samos Island, Greece. pp.387-399, ⟨10.1109/RTAS52030.2021.00038⟩, RTAS
- Accession number :
- edsair.doi.dedup.....42c6b0648a5c9163742310b302bb4960
- Full Text :
- https://doi.org/10.1109/RTAS52030.2021.00038⟩