250
Views
4
CrossRef citations to date
0
Altmetric
Special Issue Paper

Mobile experimentation using modelling and simulation in the Fog/Cloud

ORCID Icon & ORCID Icon
Pages 550-571 | Received 09 Apr 2021, Accepted 29 Jul 2021, Published online: 20 Aug 2021

References

  • Alsaffar, A., Pham, H. P., Hong, C. S., Huh, E. N., & Aazam, M. (2016). An architecture of IoT service delegation and resource allocation based on collaboration between Fog and Cloud computing. Mobile Information System, 2016(1), 1–15. https://doi.org/10.1155/2016/6123234
  • Al-Zoubi, K., & Wainer, G. (2013). RISE: A general simulation interoperability middleware container. Journal of Parallel and Distributed Computing. Elsevier. 73(5), 580–594. https://doi.org/10.1016/j.jpdc.2013.01.014
  • Al-Zoubi, K., & Wainer, G. (2015, June). Distributed simulation of DEVS and cell-DEVS models using the RISE middleware. Simulation Modelling Practice and Theory. Elsevier, 55, 27–45. https://doi.org/10.1016/j.simpat.2015.03.010
  • Al-Zoubi, K., & Wainer, G. (2020a, May). Fog and Cloud collaboration to perform virtual simulation experiments. Simulation Modelling Practice and Theory. Elsevier, 101, 102032. https://doi.org/10.1016/j.simpat.2019.102032
  • Al-Zoubi, K., & Wainer, G. (2020b, December). Modelling Fog & Cloud collaboration methods on large scale. In The IEEE Proceedings of the Winter Simulation Conference.  IEEE Press. https://doi.org/10.1109/WSC48552.2020.9384058
  • Amoretti, M., Grazioli, A., & Zanichelli, F. (2015, November). A modeling and simulation framework for mobile cloud computing. Simulation Modelling Practice and Theory. Elsevier, 58, 140–156. https://doi.org/10.1016/j.simpat.2015.05.004
  • Bonomi, F., Milito, R., Zhu, J., & Addepalli, S. (2012). Fog computing and its role in the Internet of Things. In The Proceedings of the first MCC Workshop Mobile Cloud Computation (pp. 13–16). Association for Computing Machinery (New York).
  • Carlo, P., Diogo, G., Lopes, M., Martins, L., Madeira, E., Mingozzi, E., Rana, O., & Bittencourt, L. (2020). MobFogSim: Simulation of mobility and migration for fog computing. Simulation Modelling Practice and Theory. Elsevier. 101. https://doi.org/10.1016/j.simpat.2019.102062
  • CloudSim. (2020). Retrieved December, 2020, from http://www.cloudbus.org/cloudsim/
  • dev.m, Dorigo M., Birattari M., & Stutzle T. (2006). Ant colony optimization. Computational Intelligence Magazine. IEEE. 1(4), 28–39, Nov. 2006, doi:10.1109/MCI.2006.329691
  • Gai, S. (2020). Building a future-proof cloud infrastructure: A unified architecture for network, security, and storage services. Addison-Wesley.
  • Giang, N. K., Leung, V. C. M., & Lea, R. (2016). On developing smart transportation applications in fog computing paradigm. In The Proceedings of the 6th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications (p. 2016).  Association for Computing Machinery (New York).
  • Google APIs for Android. (2020). Google. Retrieved December, 2020, from https://developers.google.com/android/reference/packages
  • Guan, S., Grande, R., & Boukerche, A. (2016). An HLA-based cloud simulator for mobile cloud environments. In The Proceedings of the 20th International Symposium on Distributed Simulation and Real Time Applications (DS-RT). IEEE (Piscataway, NJ).
  • Gupta, H., Dastjerdi, A., Ghosh, S., & Buyya, R. (2017). iFogSim: A toolkit for modeling and simulation of resource management techniques in internet of things, edge and fog computing environments. Software: Practice and Experience (SPE), 47(9), 1275–1296.  https://doi.org/10.1002/spe.2509
  • Hou, X., Li, Y., Chen, M., Wu, D., Jin, D., & Chen, S. (2016). Vehicular fog computing: A viewpoint of vehicles as the infrastructures. IEEE Transactions on Vehicular Technology, 65(6), 3860–3873. https://doi.org/10.1109/TVT.2016.2532863
  • Hu, P., Dhelim, S., Ning, H., & Qiu, T. (2017). Survey on Fog computing: Architecture key technologies applications and open issues. Journal of Network and Computer Applications, Elsevier, 98, 27–42. https://doi.org/10.1016/j.jnca.2017.09.002
  • Ju, M., Kim, H., & Kim, S. (2016). MofySim: A mobile full-system simulation framework for energy consumption and performance analysis”. In The proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS). IEEE.
  • Kim, Y., Bae, J., Lim, J., Park, E., Baek, J., Han, S., Chu, C., & Han, Y. (2018). 5G K-simulator: 5G System simulator for performance evaluation. In The Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN). IEEE.
  • Mahmud, R., Koch, F. L., & Buyya, R., (2018). Cloud-fog interoperability in IoT-enabled healthcare solutions. In Proceedings of the 19th International Conference on Distributed Computing and Networking. (ICDCN). ACM (Association for Computing Machinery, New York).
  • Malik, A., Kashif, B., Malik, S., Zahid, Z., Aziz, K., Kliazovich, D., Ghani, N., Khan, S., & Buyya, R. (2017). CloudNetSim++: A GUI based framework for modeling and simulation of data centers in OMNeT++. Services Computing IEEE Transactions, 10(4), 506–519. https://doi.org/10.1109/TSC.2015.2496164
  • Naha, R., Garg, S., Georgakopoulos, D., Jayaraman, P., Gao, L., Xiang, Y., & Ranjan, R. (2018). Fog computing: Survey of trends, architectures, requirements, and research directions. IEEE Access, 6, 47980–48009. https://doi.org/10.1109/ACCESS.2018.2866491
  • Ostermann, S., Plankensteiner, K., Prodan, R., & Fahringer, T. (2010). GroudSim: An event-based simulation framework for computational grids and clouds. In The Proceedings of the Euro-Par 2010 Parallel Processing Workshops. Springer. https://doi.org/10.1007/978-3-642-21878-1_38
  • Pooranian, Z., Shojafar, M., Naranjo, P., Chiaraviglio, L., & Conti, M. (2017). A novel distributed fog-based networked architecture to preserve energy in fog data centers. In The Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems (MASS). IEEE.
  • Rahmani, A., Gia, T., Negash, B., Anzanpour, A., Azimi, I., Jiang, M., & Liljeberg, P. (2018). Exploiting smart e-health gateways at the edge of healthcare Internet-of-Things: A fog computing approach. Future Generation Computer Systems, Elsevier,78, 641–658. https://doi.org/10.1016/j.future.2017.02.014
  • Rehman, K., Kipouridis, O., Karnouskos, S., Frendo, O., Dickel, H., Lipps, J., & Verzano, N. (2019). A cloud-based development environment using HLA and Kubernetes for the co-simulation of a corporate electric vehicle fleet. In The Proceedings of the IEEE/SICE/SICE International Symposium on System Integration (SII). IEEE.
  • Shekhar, S., Abdel-Aziz, H., Walker, M., Caglar, F., Gokhale, A., & Koutsoukos, X. (2016). A simulation as a service Cloud middleware”. Annals of Telecommunications, 71(3), 93–108. https://doi.org/10.1007/s12243-015-0475-6
  • Taneja, M., & Davy, A., (2017). Resource aware placement of IoT application modules in fog-cloud computing paradigm. In The Proceedings of the IFIP/IEEE Symposium on Integrated Network and Service Management (IM). IEEE.
  • Wainer, G. (2009). Discrete-event modeling and simulation: A practitioner’s approach. CRC/Taylor & Francis.
  • Yang, L., Liu, B., Cao, J., Sahni, Y., & Wang, Z. (2017). Joint computation partitioning and resource allocation for latency sensitive applications in mobile edge clouds. In The Proceedings of the IEEE 10th International Conference on Cloud Computing (CLOUD). IEEE.
  • Yi, S., Li, C., & Li, Q. (2015). A survey of Fog computing: Concepts applications and issues. In The proceedings of the Workshop Mobile Big Data. ACM (Association for Computing Machinery).

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.