Service deployment at the network edge is a promising area that has been studied recently in the literature. In this work we have investigated a Fog-as-a-Service scenario, where multiple Server Fog Nodes (SFNs) can serve multiple Client Fog Nodes (CFNs) by exploiting different service deployment models, i.e., SaaS, PaaS, and IaaS, in a flexible way. The system has been modeled as a Size-Constrained Weighted Set Cover Problem aiming at maximizing the amount of satisfied CFNs exploiting a heterogeneous service deployment architecture, while minimizing the service completion time in a computation offloading scenario. In the simulation results section, we analyze the performance of different methods in terms of percentage of CFNs’ offloading requests satisfaction and offloading delay.
On-demand Service Deployment Strategies for Fog-as-a-Service Scenarios / Bozorgchenani, Arash; Tarchi, Daniele; Cerroni, Walter. - In: IEEE COMMUNICATIONS LETTERS. - ISSN 1089-7798. - ELETTRONICO. - 25:5(2021), pp. 1500-1504. [10.1109/LCOMM.2021.3055535]
On-demand Service Deployment Strategies for Fog-as-a-Service Scenarios
Bozorgchenani, Arash;Tarchi, Daniele
;Cerroni, Walter
2021
Abstract
Service deployment at the network edge is a promising area that has been studied recently in the literature. In this work we have investigated a Fog-as-a-Service scenario, where multiple Server Fog Nodes (SFNs) can serve multiple Client Fog Nodes (CFNs) by exploiting different service deployment models, i.e., SaaS, PaaS, and IaaS, in a flexible way. The system has been modeled as a Size-Constrained Weighted Set Cover Problem aiming at maximizing the amount of satisfied CFNs exploiting a heterogeneous service deployment architecture, while minimizing the service completion time in a computation offloading scenario. In the simulation results section, we analyze the performance of different methods in terms of percentage of CFNs’ offloading requests satisfaction and offloading delay.File | Dimensione | Formato | |
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