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Proactive content caching in edge computing environment: A review

journal contribution
posted on 2025-04-08, 00:36 authored by R Aghazadeh, Ali ShahidinejadAli Shahidinejad, M Ghobaei-Arani
AbstractEdge computing environment provides processing capability and computing at the network edge and close to users. Edge equipment includes small data centers that locally perform process and content delivery. Therefore, edge equipment management has received much attention due to the rapid growth of information and resources limitations. The content caching and proactive caching techniques are management methods of edge equipment resources. We recently witnessed the development of proactive caching mechanisms that have a crucial enabler in improving heavy traffic, energy, and bandwidth. Also, it has huge potential to increase the quick response time to users' requests that today, these services are demanded by many users and applications. This article prepares a systematic literature review content caching approach in the edge computing environment. The purpose of this study is to survey the research done on the proactive caching strategies in the edge computing environment to identify subjects that must be emphasized more in current and future research paths. This research has studied 71 articles divided into three classes: model‐based, machine‐learning‐based, and heuristic‐based. Next, we discuss content caching approaches based on critical factors such as performance metrics, case studies, utilized techniques, assessment tools, advantages, and disadvantages. Finally, open issues and challenges are presented, and the survey is concluded.

History

Journal

Software - Practice and Experience

Volume

53

Pagination

811-855

Location

Chichester, Eng.

Open access

  • No

ISSN

0038-0644

eISSN

1097-024X

Language

eng

Publication classification

E1.1 Full written paper - refereed

Issue

3

Publisher

Wiley