Data Caching in Edge Computing: A Survey

Meliha Çağla Kara*, Mohamed Elamine Benlakehal, Ibraheem Shayea, Akhmet Tussupov, Leila Rzayeva

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

As the Internet of Things (IoT) generates ever-increasing data streams, traditional cloud-centric architectures face crippling challenges in network latency, bandwidth consumption, and resource constraints. This paper explores how data caching in edge computing environments emerges as a potent solution, significantly impacting latency reduction, network efficiency, and overall system performance. We comprehensively review the landscape of edge IoT and data caching, analyze caching benefits and complexities, and delve into architectural integration, caching strategies, and algorithms tailored to address specific IoT challenges. Through case studies in chosen application domains, we quantify the performance improvements enabled by effective caching and pave the way for future research exploring novel caching methodologies and optimization techniques in the dynamic world of edge IoT.

Original languageEnglish
Title of host publicationSIST 2024 - 2024 IEEE 4th International Conference on Smart Information Systems and Technologies, Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages433-439
Number of pages7
ISBN (Electronic)9798350374865
DOIs
Publication statusPublished - 2024
Event4th IEEE International Conference on Smart Information Systems and Technologies, SIST 2024 - Astana, Kazakhstan
Duration: 15 May 202417 May 2024

Publication series

NameSIST 2024 - 2024 IEEE 4th International Conference on Smart Information Systems and Technologies, Proceedings

Conference

Conference4th IEEE International Conference on Smart Information Systems and Technologies, SIST 2024
Country/TerritoryKazakhstan
CityAstana
Period15/05/2417/05/24

Bibliographical note

Publisher Copyright:
© 2024 IEEE.

Keywords

  • Data Caching
  • Edge Computing
  • Edge-Cloud Synergy
  • IoT
  • Mobile Crowdsensing
  • Optimization

Fingerprint

Dive into the research topics of 'Data Caching in Edge Computing: A Survey'. Together they form a unique fingerprint.

Cite this