Modeling and Simulation of Fog and Edge Computing Environments Using iFogSim Toolkit

This chapter focuses on delivering a tutorial on iFogSim. iFogSim simulation toolkit is developed upon the fundamental framework of CloudSim. CloudSim is one of the wildly adopted simulators to model cloud computing environments. The chapter briefly discusses the iFogSim simulator and its three basi...

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Vydáno v:Fog and Edge Computing s. 433 - 465
Hlavní autoři: Mahmud, Redowan, Buyya, Rajkumar
Médium: Kapitola
Jazyk:angličtina
Vydáno: United States Wiley 2019
John Wiley & Sons, Incorporated
John Wiley & Sons, Inc
Vydání:1
Edice:Wiley Series on Parallel and Distributed Computing
Témata:
application placement policy
CloudSim
fog computing environment
fog scenarios
iFogSim simulator
smart healthcare
Cloud computing
Actuators
Computational modeling
Quality of service
Sensors
Resource management
Edge computing
ISBN:9781119524984, 1119524989
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Shrnutí:This chapter focuses on delivering a tutorial on iFogSim. iFogSim simulation toolkit is developed upon the fundamental framework of CloudSim. CloudSim is one of the wildly adopted simulators to model cloud computing environments. The chapter briefly discusses the iFogSim simulator and its three basic components: physical components, logical components, and management components. It explores high‐level steps to model and simulate fog computing environment. The chapter revisits the way of installing iFogSim and provides a guideline to model fog environment. Some fog scenarios and their corresponding user extensions are included in the chapter. Finally, the chapter concludes with the simulation of a simple application placement policy and a case study in smart healthcare. The case study includes a schematic illustration of the system architecture and application model for the Internet‐of‐Things (IoT)‐enabled healthcare solutions.
ISBN:9781119524984
1119524989
DOI:10.1002/9781119525080.ch17