Predictive Analysis to Support Fog Application Deployment

The iFogSim is a simulation tool for fog computing scenarios. This chapter presents an extended version of FogTorchΠ, a prototype based on a model of the Internet‐of‐Things (IoT)+Fog+Cloud scenario to support application deployment in the Fog. It introduces a motivati...

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Vydané v:Fog and Edge Computing s. 191 - 221
Hlavní autori: Brogi, Antonio, Forti, Stefano, Ibrahim, Ahmad
Médium: Kapitola
Jazyk:English
Vydavateľské údaje: United States Wiley 2019
John Wiley & Sons, Incorporated
John Wiley & Sons, Inc
Vydanie:1
Edícia:Wiley Series on Parallel and Distributed Computing
Predmet:
fog application deployment
FogTorchΠ
iFogSim simulator
Internet‐of‐Things
smart building application
virtual reality game
Cloud computing
Smart buildings
Quality of service
Bandwidth
Hardware
Software
Internet of Things
ISBN:9781119524984, 1119524989
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Popis
Shrnutí:The iFogSim is a simulation tool for fog computing scenarios. This chapter presents an extended version of FogTorchΠ, a prototype based on a model of the Internet‐of‐Things (IoT)+Fog+Cloud scenario to support application deployment in the Fog. It introduces a motivating example of a smart building application and describes FogTorchΠ predictive models and algorithms. The chapter presents and discusses the results obtained by applying FogTorchΠ to the motivating example. It provides some related work and a comparison with the iFogSim simulator. The chapter shows how both iFogSim and FogTorchΠ can be used together to solve the same input scenario. It reviews the virtual reality game case study employed for iFogSim, executed FogTorchΠ over it and compares the results obtained by both prototypes. The chapter also highlights future research directions and draws some concluding remarks.
ISBN:9781119524984
1119524989
DOI:10.1002/9781119525080.ch9