Cost-Effective Resource Sharing in an Internet of Vehicles-Employed Mobile Edge Computing Environment
By bringing the computation and storage resources close proximity to the mobile network edge, mobile edge computing (MEC) is a key enabling technology for satisfying the Internet of Vehicles (IoV) infotainment applications’ requirements, e.g., video streaming service (VSA). However, the explosive gr...
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| Vydáno v: | Symmetry (Basel) Ročník 10; číslo 11; s. 594 |
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05.11.2018
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| ISSN: | 2073-8994, 2073-8994 |
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| Abstract | By bringing the computation and storage resources close proximity to the mobile network edge, mobile edge computing (MEC) is a key enabling technology for satisfying the Internet of Vehicles (IoV) infotainment applications’ requirements, e.g., video streaming service (VSA). However, the explosive growth of mobile video traffic brings challenges for video streaming providers (VSPs). One known issue is that a huge traffic burden on the vehicular network leads to increasing VSP costs for providing VSA to mobile users (i.e., autonomous vehicles). To address this issue, an efficient resource sharing scheme between underutilized vehicular resources is a promising solution to reduce the cost of serving VSA in the vehicular network. Therefore, we propose a new VSA model based on the lower cost of obtaining data from vehicles and then minimize the VSP’s cost. By using existing data resources from nearby vehicles, our proposal can reduce the cost of providing video service to mobile users. Specifically, we formulate our problem as mixed integer nonlinear programming (MINP) in order to calculate the total payment of the VSP. In addition, we introduce an incentive mechanism to encourage users to rent its resources. Our solution represents a strategy to optimize the VSP serving cost under the quality of service (QoS) requirements. Simulation results demonstrate that our proposed mechanism is possible to achieve up to 21% and 11% cost-savings in terms of the request arrival rate and vehicle speed, in comparison with other existing schemes, respectively. |
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| AbstractList | By bringing the computation and storage resources close proximity to the mobile network edge, mobile edge computing (MEC) is a key enabling technology for satisfying the Internet of Vehicles (IoV) infotainment applications’ requirements, e.g., video streaming service (VSA). However, the explosive growth of mobile video traffic brings challenges for video streaming providers (VSPs). One known issue is that a huge traffic burden on the vehicular network leads to increasing VSP costs for providing VSA to mobile users (i.e., autonomous vehicles). To address this issue, an efficient resource sharing scheme between underutilized vehicular resources is a promising solution to reduce the cost of serving VSA in the vehicular network. Therefore, we propose a new VSA model based on the lower cost of obtaining data from vehicles and then minimize the VSP’s cost. By using existing data resources from nearby vehicles, our proposal can reduce the cost of providing video service to mobile users. Specifically, we formulate our problem as mixed integer nonlinear programming (MINP) in order to calculate the total payment of the VSP. In addition, we introduce an incentive mechanism to encourage users to rent its resources. Our solution represents a strategy to optimize the VSP serving cost under the quality of service (QoS) requirements. Simulation results demonstrate that our proposed mechanism is possible to achieve up to 21% and 11% cost-savings in terms of the request arrival rate and vehicle speed, in comparison with other existing schemes, respectively. |
| Author | Nguyen, Tri D. T. Nguyen, Tien-Dung Huh, Eui-Nam Pham, Xuan-Qui Nguyen, Van Dung |
| Author_xml | – sequence: 1 givenname: Tri D. T. orcidid: 0000-0002-3862-5853 surname: Nguyen fullname: Nguyen, Tri D. T. – sequence: 2 givenname: Tien-Dung surname: Nguyen fullname: Nguyen, Tien-Dung – sequence: 3 givenname: Van Dung orcidid: 0000-0002-3940-3929 surname: Nguyen fullname: Nguyen, Van Dung – sequence: 4 givenname: Xuan-Qui orcidid: 0000-0003-3684-2923 surname: Pham fullname: Pham, Xuan-Qui – sequence: 5 givenname: Eui-Nam surname: Huh fullname: Huh, Eui-Nam |
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| SubjectTerms | Cost control Edge computing Internet of Vehicles Mixed integer Mobile computing Nonlinear programming Quality of service Streaming media Traffic speed Vehicles Video transmission Volunteers Wireless communications Wireless networks |
| Title | Cost-Effective Resource Sharing in an Internet of Vehicles-Employed Mobile Edge Computing Environment |
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