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Utilizing Fog Computing for the Efficient Support of Innovative Teaching Scenarios in Primary and Secondary Education

Published: 22 February 2022 Publication History

Abstract

Fog computing is a new kind of computation type in modern years, which allocates part of the compulsion of cloud computing storage, estimation and processing, closer to the network edge. The impact of Cloud and Fog Computing on collaboration in an educational context, is now more than ever of high importance [1]. In the present study, a special focus is given on the innovative designed services of fog computing techniques in the educational field. The first objective of the study is to develop a systematic literature review on fog computing in the fields of education so that it becomes easy to analyze the architecture. The second objective of the paper is to propose a suitable fog-based architecture for supporting education in Primary and Secondary Education as well as providing proper recommendations and presentation of some indicative training scenarios that are applied based on the use of cloud and fog computing. The proposed architecture is properly documented whereas specific implementation issues are also presented and analyzed.

References

[1]
R. Pecori. 2018. A Virtual Learning Architecture Enhanced by Fog Computing and Big Data Streams. Future Internet 10. pp.1-44.
[2]
A. Raman. 2019. Potentials of Fog Computing in Higher Education. Intl. Journal of Emerging Technologies in Learning. Vol 14. No 18.
[3]
Jiejian Cai. Baoling Qin. Fenglin Zheng. Sina Li.Yunshi Luo. Jianwei Zhang. 2018. Design and Application of Innovative Teaching Platform Based on Fog Computing. In Proc. of the 2nd Intl. Conf. on Education Innovation and Social Science, Atlantis Press, Vol. 275, pp. 227-231.
[4]
O. Akrivopoulos. N. Zhu. D. Amaxilatis, C. Tselios. A. Anagnostopoulos and I. Chatzigiannakis. 2018. A Fog Computing-Oriented Highly Scalable IoT Framework for Monitoring Public Educational Buildings. In Proc of IEEE Intl. Conf. on Communications (ICC), 20-24 May 2018, Kansas City, MO, USA, pp.1-6.
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S. K. Sood and Kiran D. Singh. 2018. An Optical-Fog assisted EEG-based virtual reality framework for enhancing E-learning through educational games. Computer Applications in Engineering Education, Wiley, Vol. 26, Issue 5, pp. 1565-1576.
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S. K. Sood and Kiran. D. Singh. 2019. Optical fog‐assisted smart learning framework to enhance students’ employability in engineering education. Computer Applications in Engineering Education, Wiley, Vol. 27, Issue 5, pp. 1030-1042.
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VA. Memos. G. Minopoulos. C. Stergiou. K. Psannis and Y. Ishibashi. 2020. A Revolutionary Interactive Smart Classroom (RISC) with the Use of Emerging Technologies. In Proceedings of the 2nd Intl. Conf. on Computer Communication and the Internet (ICCCI), 26-29 June 2020, Nagoya, Japan, pp. 174-178.
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F. Alghamdi, S. Mahfoudh, and A. Barnawi. 2019. A Novel Fog Computing Based Architecture to Improve the Performance in Content Delivery Networks. Wireless Communications and Mobile Computing, Vol. 2019, 13 pages.
[9]
Amr Adel. 2020. Utilizing technologies of fog computing in educational IoT systems: privacy security, and agility perspective. Springer, Journal of Big Data, 7:99.
[10]
M.A. Khan and K. Salah. 2020. Cloud adoption for e-learning: Survey and future challenges. Springer, Education and Information Technologies 25, pp. 1417-1438.
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F. Douglis, and J. Nieh. 2019. Microservices and Containers. In IEEE Internet Computing, volume 23, no. 6, pp. 5-6.
[12]
H. Gupta, A.V. Dastjerdi, S.K. Ghosh and R. Buyya. 2017. iFogSim: A toolkit for modeling and simulation of resource management techniques in the Internet of Things, Edge and Fog computing environments. Softw. Pract. Exper. Vol. 47, Issue 9, pp. 1275-1296.

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  • (2022)Overview of iFogSim: A Tool for Simulating Fog Networks of the Future2022 14th International Conference on Mathematics, Actuarial Science, Computer Science and Statistics (MACS)10.1109/MACS56771.2022.10023395(1-4)Online publication date: 12-Nov-2022

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      PCI '21: Proceedings of the 25th Pan-Hellenic Conference on Informatics
      November 2021
      499 pages
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      Published: 22 February 2022

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      • (2022)Overview of iFogSim: A Tool for Simulating Fog Networks of the Future2022 14th International Conference on Mathematics, Actuarial Science, Computer Science and Statistics (MACS)10.1109/MACS56771.2022.10023395(1-4)Online publication date: 12-Nov-2022

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