On the Planning and Design Problem of Fog Networks
Public Deposited- Resource Type
- Creator
- Abstract
In this thesis, we propose an exact model for the planning and design problem of fog networks. The model simultaneously determines the optimal location, the capacity and the number of fog node(s) as well as the interconnection between the installed fog nodes and the cloud, while minimizing the delay in the network and the amount of traffic going to the cloud. To address this multiobjective problem, three multiobjective optimization methods are evaluated. The CPLEX solver was used to optimize the model for the three methods with different problem sizes and the results are analyzed. The results show that, as the input size increases, the delay and the traffic also increase in a linear form; whereas the solution time increases in non-polynomial time. As the model considers realistic edge device traffic parameters and constraints, it can be helpful in deploying fog networks in the current cloud computing architecture.
- Subject
- Language
- Publisher
- Thesis Degree Level
- Thesis Degree Name
- Thesis Degree Discipline
- Identifier
- Rights Notes
Copyright © 2018 the author(s). Theses may be used for non-commercial research, educational, or related academic purposes only. Such uses include personal study, research, scholarship, and teaching. Theses may only be shared by linking to Carleton University Institutional Repository and no part may be used without proper attribution to the author. No part may be used for commercial purposes directly or indirectly via a for-profit platform; no adaptation or derivative works are permitted without consent from the copyright owner.
- Date Created
- 2018
Relations
- In Collection:
Items
Thumbnail | Title | Date Uploaded | Visibility | Actions |
---|---|---|---|---|
haider-ontheplanninganddesignproblemoffognetworks.pdf | 2023-05-05 | Public | Download |