Saha, Sangeet and Adetomi, Adewale and Zhai, Xiaojun and Kasap, Server and Ehsan, Shoaib and Arslan, Tughrul and McDonald-Maier, Klaus (2021) EnSuRe: Energy & Accuracy Aware Fault-tolerant Scheduling on Real-time Heterogeneous Systems. In: 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design (IOLTS), 2021-06-28 - 2021-06-30, Torino, Italy.
Saha, Sangeet and Adetomi, Adewale and Zhai, Xiaojun and Kasap, Server and Ehsan, Shoaib and Arslan, Tughrul and McDonald-Maier, Klaus (2021) EnSuRe: Energy & Accuracy Aware Fault-tolerant Scheduling on Real-time Heterogeneous Systems. In: 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design (IOLTS), 2021-06-28 - 2021-06-30, Torino, Italy.
Saha, Sangeet and Adetomi, Adewale and Zhai, Xiaojun and Kasap, Server and Ehsan, Shoaib and Arslan, Tughrul and McDonald-Maier, Klaus (2021) EnSuRe: Energy & Accuracy Aware Fault-tolerant Scheduling on Real-time Heterogeneous Systems. In: 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design (IOLTS), 2021-06-28 - 2021-06-30, Torino, Italy.
Abstract
This paper proposes an energy efficient real-time scheduling strategy called EnSuRe, which (i) executes real-time tasks on low power consuming primary processors to enhance the system accuracy by maintaining the deadline and (ii) provides reliability against a fixed number of transient faults by selectively executing backup tasks on high power consuming backup processor. Simulation results reveal that EnSuRe consumes nearly 25% less energy, compared to existing techniques, while satisfying the fault tolerance requirements. EnSuRe is also able to achieve 75% system accuracy with 50% system utilisation. Further, the obtained simulation outcomes are validated on benchmark tasks via a fault injection framework on Xilinx ZYNQ APSoC heterogeneous dual core platform.
Item Type: | Conference or Workshop Item (Paper) |
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Additional Information: | Published proceedings: Proceedings - 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design, IOLTS 2021 |
Uncontrolled Keywords: | Heterogeneous processors; Real-time systems; Fault-tolerant scheduling; Energy efficiency |
Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
Depositing User: | Unnamed user with email elements@essex.ac.uk |
Date Deposited: | 05 Aug 2021 08:50 |
Last Modified: | 30 Oct 2024 16:38 |
URI: | http://repository.essex.ac.uk/id/eprint/30838 |
Available files
Filename: IOLTS__Essex.pdf