The Advantage of Computation Offloading in Multi-Access Edge Computing

Raghubir Singh, Simon Armour, Aftab Khan , Mahesh Sooriyabandara, George Oikonomou

Research output: Contribution to conferenceConference Paper

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Abstract

Computation offloading plays a critical role in
reducing task completion time for mobile devices. The advantages
of computation offloading to cloud resources in Mobile Cloud
Computing have been widely considered. In this paper, we have
investigated different scenarios for offloading to less distant
Multi-Access Edge Computing (MEC) servers for multiple users
with a range of mobile devices and computational tasks. We
present detailed simulation data for how offloading can be
beneficial in a MEC network with varying quantitative mobile
user demand, heterogeneity in mobile device on-board and MEC
processor speeds, computational task complexity, communication
speeds, link access delays and mobile device user numbers.
Unlike previous work where simulations considered only limited
communication speeds for offloading, we have extended the range
of link speeds and included two types of communication delay.
We find that more computationally complex applications are
offloaded preferentially (especially with the higher server:mobile
device processor speed ratios) while low link speeds and any
delays caused by network delays or excessive user numbers
degrade any advantages in reduced task completion times offered
by offloading. Additionally, significant savings in energy usage by
mobile devices are guaranteed except at very low link speeds.
Original languageEnglish
Number of pages6
Publication statusPublished - 13 Jun 2019
Event4th IEEE International Conference on Fog and Mobile Edge Computing - Rome, Italy
Duration: 10 Jun 201913 Jun 2019
Conference number: 4
http://emergingtechnet.org/FMEC2019/

Conference

Conference4th IEEE International Conference on Fog and Mobile Edge Computing
Abbreviated titleFMEC 2019
CountryItaly
CityRome
Period10/06/1913/06/19
Internet address

Keywords

  • Computation offloading
  • Multi-Access Edge Computing
  • task completion time
  • mobile devices
  • energy savings

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  • Cite this

    Singh, R., Armour, S., Khan , A., Sooriyabandara, M., & Oikonomou, G. (2019). The Advantage of Computation Offloading in Multi-Access Edge Computing. Paper presented at 4th IEEE International Conference on Fog and Mobile Edge Computing , Rome, Italy.