EnSuRe: Energy & Accuracy Aware Fault-tolerant Scheduling on Real-time Heterogeneous Systems

Sangeet Saha; Adewale Adetomi; Xiaojun Zhai; Server Kasap; Shoaib Ehsan; Tughrul Arslan; Klaus McDonald-Maier

doi:10.1109/iolts52814.2021.9486707

EnSuRe: Energy & Accuracy Aware Fault-tolerant Scheduling on Real-time Heterogeneous Systems

Sangeet Saha, Adewale Adetomi, Xiaojun Zhai, Server Kasap, Shoaib Ehsan, Tughrul Arslan, Klaus McDonald-Maier

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

1 Citation (Scopus)

104 Downloads (Pure)

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.

Original language	English
Title of host publication	2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design (IOLTS)
Publisher	IEEE
Number of pages	4
ISBN (Electronic)	9781665433709
ISBN (Print)	9781665433716
DOIs	https://doi.org/10.1109/iolts52814.2021.9486707
Publication status	Published - 26 Jul 2021
Event	2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design - Torino, Italy Duration: 28 Jun 2021 → 30 Jun 2021 Conference number: 27 https://orion.polito.it/iolts/sample-page/

Publication series

Name	Proceedings - 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design, IOLTS 2021
ISSN (Print)	1942-9398
ISSN (Electronic)	1942-9401

Conference

Conference	2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design
Abbreviated title	IOLTS
Country/Territory	Italy
City	Torino
Period	28/06/21 → 30/06/21
Other	Online
Internet address	https://orion.polito.it/iolts/sample-page/

Bibliographical note

© 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Keywords

Heterogeneous processors
Real-time systems
Fault-tolerant scheduling
Energy efficiency

ASJC Scopus subject areas

Software
Artificial Intelligence
Safety, Risk, Reliability and Quality
Energy Engineering and Power Technology
Electrical and Electronic Engineering
Hardware and Architecture
Computer Networks and Communications

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/iolts52814.2021.9486707

Post-PrintAccepted author manuscript, 1.26 MBLicence: Unspecified

Cite this

Saha, S., Adetomi, A., Zhai, X., Kasap, S., Ehsan, S., Arslan, T., & McDonald-Maier, K. (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) Article 9486707 (Proceedings - 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design, IOLTS 2021). IEEE. https://doi.org/10.1109/iolts52814.2021.9486707

EnSuRe: Energy & Accuracy Aware Fault-tolerant Scheduling on Real-time Heterogeneous Systems. / Saha, Sangeet; Adetomi, Adewale; Zhai, Xiaojun et al.
2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design (IOLTS). IEEE, 2021. 9486707 (Proceedings - 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design, IOLTS 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

Saha, S, Adetomi, A, Zhai, X, Kasap, S, Ehsan, S, Arslan, T & McDonald-Maier, K 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)., 9486707, Proceedings - 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design, IOLTS 2021, IEEE, 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design , Torino, Italy, 28/06/21. https://doi.org/10.1109/iolts52814.2021.9486707

Saha S, Adetomi A, Zhai X, Kasap S, Ehsan S, Arslan T et al. 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). IEEE. 2021. 9486707. (Proceedings - 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design, IOLTS 2021). doi: 10.1109/iolts52814.2021.9486707

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EnSuRe: Energy & Accuracy Aware Fault-tolerant Scheduling on Real-time Heterogeneous Systems

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

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