Delay-Outage Probability of Capacity Achieving-Based Task Offloading for Mobile Edge Computing

Aigerim Ospanova; Behrouz Maham

doi:10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics55523.2022.00068

Delay-Outage Probability of Capacity Achieving-Based Task Offloading for Mobile Edge Computing

Aigerim Ospanova
, Behrouz Maham

Nazarbayev University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this research work, we consider edge computing technology for task offloading from Internet of Things (IoT) device with the latency reduction aim. We study the usage of capacity achieving schemes such as space-division-multiple access (SDMA) when directional antennas are utilized non-orthogonal multiple access (NOMA). The network of multiple mobile edge computing (MEC) nodes operates under Rayleigh and Nakagami-m fading channels. We evaluate the performance of the proposed schemes by the delay-outage probability criteria. In the analytical part, we first find the total time of task offloading. Then, a closed form expression for the delay-outage probability of capacity achieving schemes is introduced. In the simulation part, the impact of various parameters on system performance is investigated. In addition, the proposed scheme is compared with TDMA approach by the reliability metric and relevant conclusions are made.

Original language	English
Title of host publication	Proceedings - IEEE Congress on Cybermatics
Subtitle of host publication	2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	236-242
Number of pages	7
ISBN (Electronic)	9781665454179
DOIs	https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics55523.2022.00068
Publication status	Published - 2022
Event	2022 IEEE Congress on Cybermatics: 15th IEEE International Conferences on Internet of Things, iThings 2022, 18th IEEE International Conferences on Green Computing and Communications, GreenCom 2022, 2022 IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2022 and 8th IEEE International Conference on Smart Data, SmartData 2022 - Espoo, Finland Duration: Aug 22 2022 → Aug 25 2022

Publication series

Name	Proceedings - IEEE Congress on Cybermatics: 2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022

Conference

Conference	2022 IEEE Congress on Cybermatics: 15th IEEE International Conferences on Internet of Things, iThings 2022, 18th IEEE International Conferences on Green Computing and Communications, GreenCom 2022, 2022 IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2022 and 8th IEEE International Conference on Smart Data, SmartData 2022
Country/Territory	Finland
City	Espoo
Period	8/22/22 → 8/25/22

Funding

This research was supported by the Faculty Development Competitive Research Grant (No. 240919FD3918), Nazarbayev University.

UN SDGs

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

SDG 7 Affordable and Clean Energy

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Renewable Energy, Sustainability and the Environment
Control and Optimization
Communication
Computer Science Applications

Access to Document

10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics55523.2022.00068

Cite this

Ospanova, A., & Maham, B. (2022). Delay-Outage Probability of Capacity Achieving-Based Task Offloading for Mobile Edge Computing. In Proceedings - IEEE Congress on Cybermatics: 2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022 (pp. 236-242). (Proceedings - IEEE Congress on Cybermatics: 2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics55523.2022.00068

Delay-Outage Probability of Capacity Achieving-Based Task Offloading for Mobile Edge Computing. / Ospanova, Aigerim; Maham, Behrouz.
Proceedings - IEEE Congress on Cybermatics: 2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 236-242 (Proceedings - IEEE Congress on Cybermatics: 2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ospanova, A & Maham, B 2022, Delay-Outage Probability of Capacity Achieving-Based Task Offloading for Mobile Edge Computing. in Proceedings - IEEE Congress on Cybermatics: 2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022. Proceedings - IEEE Congress on Cybermatics: 2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022, Institute of Electrical and Electronics Engineers Inc., pp. 236-242, 2022 IEEE Congress on Cybermatics: 15th IEEE International Conferences on Internet of Things, iThings 2022, 18th IEEE International Conferences on Green Computing and Communications, GreenCom 2022, 2022 IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2022 and 8th IEEE International Conference on Smart Data, SmartData 2022, Espoo, Finland, 8/22/22. https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics55523.2022.00068

Ospanova A, Maham B. Delay-Outage Probability of Capacity Achieving-Based Task Offloading for Mobile Edge Computing. In Proceedings - IEEE Congress on Cybermatics: 2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 236-242. (Proceedings - IEEE Congress on Cybermatics: 2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022). doi: 10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics55523.2022.00068

Ospanova, Aigerim ; Maham, Behrouz. / Delay-Outage Probability of Capacity Achieving-Based Task Offloading for Mobile Edge Computing. Proceedings - IEEE Congress on Cybermatics: 2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 236-242 (Proceedings - IEEE Congress on Cybermatics: 2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022).

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Delay-Outage Probability of Capacity Achieving-Based Task Offloading for Mobile Edge Computing

Abstract

Publication series

Conference

Funding

UN SDGs

ASJC Scopus subject areas

Access to Document

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