Optimization of IoT services deployment in Cloud-Fog system
Our main objective, in this thesis, is to propose a solution that solve the optimal deployment of IoT services in Cloud-Fog system. The achieved results as follows: A mathematical model that represents the IoT services and Cloud-Fog system was built. - We have proposed a Mixed Integer Linear Progra...
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| Format: | Theses and Dissertations |
| Language: | English |
| Published: |
2021
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| Online Access: | http://repository.vnu.edu.vn/handle/VNU_123/100713 |
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| Institution: | Vietnam National University, Hanoi |
| Language: | English |
| Summary: | Our main objective, in this thesis, is to propose a solution that solve the optimal deployment of IoT services in Cloud-Fog system. The achieved results as follows: A mathematical model that represents the IoT services and Cloud-Fog system was built. - We have proposed a Mixed Integer Linear Programming model for minimizing energy consumption of system while maintaining the resource requirements and QoS constraints of IoT services. - We have designed two algorithms to efficiently deploy IoT services onto Cloud-Fog system. - We have implemented simulation scenarios to present experiment results of our proposed algorithms and compare it with the existing solutions. |
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