Enhancing Fog/Edge Computing Education Using Extended Network Simulator Omnet++ (xFogSim)

Tariq Qayyum, Zouheir Trabelsi, Ban Alomar, Medha Mohan Ambali Parambil

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

2 Citations (Scopus)

Abstract

Fog computing is a technology that brings computing, storage, and networking services closer to devices and systems, aiming to improve speed, efficiency, and data processing capabilities for various applications. The growing importance of fog and edge computing technologies means we need new and better ways to teach students about these areas. This paper offers a detailed guide on how to use xFogSim, an extended version of the Omnet++ network simulator, for teaching fog and edge computing. We give students a clear path to follow, starting with simple network designs and moving to more complex ones, helping them understand how federated learning works. We tested xFogSim with a group of students and found that it really helps them grasp fog and edge computing ideas better than traditional teaching methods. xFogSim also gives practical information about important performance metrics, helping bridge the gap between what students learn in class and what they need to know in the real world. This paper shows that using xFogSim in classrooms gives students a strong base in distributed computing systems, getting them ready for future tech challenges.

Original languageEnglish
Title of host publicationEDUCON 2024 - IEEE Global Engineering Education Conference, Proceedings
PublisherIEEE Computer Society
ISBN (Electronic)9798350394023
DOIs
Publication statusPublished - 2024
Event15th IEEE Global Engineering Education Conference, EDUCON 2024 - Kos Island, Greece
Duration: May 8 2024May 11 2024

Publication series

NameIEEE Global Engineering Education Conference, EDUCON
ISSN (Print)2165-9559
ISSN (Electronic)2165-9567

Conference

Conference15th IEEE Global Engineering Education Conference, EDUCON 2024
Country/TerritoryGreece
CityKos Island
Period5/8/245/11/24

Keywords

  • Edge Computing
  • Experiential Learning
  • Fog Computing
  • Interactive Education
  • Network Simulation
  • Omnet++
  • Performance Metrics
  • xFogSim

ASJC Scopus subject areas

  • Information Systems and Management
  • Education
  • General Engineering

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