CLEDGE: A hybrid cloud-edge computing framework over information centric networking

Md Washik Al Azad, Susmit Shannigrahi, Nicholas Stergiou, Francisco R. Ortega, Spyridon Mastorakis

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

In today's era of Internet of Things (IoT), where massive amounts of data are produced by IoT and other devices, edge computing has emerged as a prominent paradigm for low-latency data processing. However, applications may have diverse latency requirements: certain latency-sensitive processing operations may need to be performed at the edge, while delay-tolerant operations can be performed on the cloud, without occupying the potentially limited edge computing resources. To achieve that, we envision an environment where computing resources are distributed across edge and cloud offerings. In this paper, we present the design of CLEDGE (CLoud + EDGE), an information-centric hybrid cloud-edge framework, aiming to maximize the on-time completion of computational tasks offloaded by applications with diverse latency requirements. The design of CLEDGE is motivated by the networking challenges that mixed reality researchers face. Our evaluation demonstrates that CLEDGE can complete on-time more than 90% of offloaded tasks with modest overheads.

Original languageEnglish (US)
Title of host publicationProceedings of the IEEE 46th Conference on Local Computer Networks, LCN 2021
EditorsLyes Khoukhi, Sharief Oteafy, Eyuphan Bulut
PublisherIEEE Computer Society
Pages589-596
Number of pages8
ISBN (Electronic)9780738124766
DOIs
StatePublished - Oct 4 2021
Event46th IEEE Conference on Local Computer Networks, LCN 2021 - Edmonton, Canada
Duration: Oct 4 2021Oct 7 2021

Publication series

NameProceedings - Conference on Local Computer Networks, LCN
Volume2021-October

Conference

Conference46th IEEE Conference on Local Computer Networks, LCN 2021
Country/TerritoryCanada
CityEdmonton
Period10/4/2110/7/21

Keywords

  • Hybrid Cloud-Edge Computing
  • Mixed Reality
  • Named Data Networking

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Hardware and Architecture

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