Stackelberg game for service deployment of iot-enabled applications in 6g-aware fog networks

dc.contributor.author Hazra, Abhishek
dc.contributor.author Adhikari, Mainak
dc.contributor.author Amgoth, Tarachand
dc.contributor.author Srirama, Satish Narayana
dc.date.accessioned 2022-03-27T06:03:23Z
dc.date.available 2022-03-27T06:03:23Z
dc.date.issued 2021-04-01
dc.description.abstract Fog computing has emerged as a promising paradigm that borrows the user-oriented cloud services to the proximity of the Internet-of-Things (IoT) users in sixth-generation (6G) networks. Currently, service providers establish a proprietary fog architecture to prolong a specific group of IoT users by offering resources and services to the edge level. However, this sort of activity creates a service barrier and limits the development of fog services to the IoT-users. Keeping this in mind, we develop a 6G-aware fog federation model for utilizing maximum fog resources and providing demand specific services across the network while maximizing the revenue of fog service providers and guaranteeing the minimum service delay and price for IoT-users. To achieve this goal, we formulate our objective function into a mixed-integer nonlinear problem. By jointly optimizing the dynamic services cost and user demands, a noncooperative Stackelberg game interaction algorithm is formulated to schedule the fog and cloud resources distributively. Further maximizing the profit for the service providers and the seamless resource provisioning, a resource controller is initiated to manage the available fog resources. Extensive simulation analysis over 6G-aware Quality-of-Service parameters demonstrates the superiority of the proposed fog federation model and it reduces up to 15%-20% service delay and 20%-25% of service cost over the standalone fog and cloud frameworks.
dc.identifier.citation IEEE Internet of Things Journal. v.8(7)
dc.identifier.uri 10.1109/JIOT.2020.3041102
dc.identifier.uri https://ieeexplore.ieee.org/document/9273025/
dc.identifier.uri https://dspace.uohyd.ac.in/handle/1/9219
dc.subject Cost optimization
dc.subject fog federation
dc.subject Internet-of-Things (IoT)
dc.subject service deployment
dc.subject sixth-generation (6G) networks
dc.subject Stackelberg game
dc.title Stackelberg game for service deployment of iot-enabled applications in 6g-aware fog networks
dc.type Journal. Article
dspace.entity.type
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