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Erschienen in: Wireless Personal Communications 4/2021

22.11.2020

QoS-Aware Optical Fog-Assisted Cyber-Physical System in the 5G Ready Heterogeneous Network

verfasst von: Kiran Deep Singh, Sandeep K. Sood

Erschienen in: Wireless Personal Communications | Ausgabe 4/2021

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Abstract

In recent years, the emergence of Internet of things and cyber-physical system provide a proactive and efficacious solution to enable remote monitoring, machine learning-based analytics, and quick decision making for real-time applications. Cloud supported systems still face Quality of Service issues for implementing time-sensitive applications. Introducing 5G network services by revolutionizing existing technologies can increase communication efficiency and provide optimum trade-offs for connected IoT devices. In this paper, NFV, ONV, and SDN is used to create a computational OpticalFog node in the middleware of cloud and edge that provides an ecosystem to facilitate an ultra-fast infrastructure in the 5G network. The main aim behind the proposed system is to (1) exploit the computational potential of optical resources to create an OpticalFog node to be integrated into the 5G network infrastructure for CPS-based applications, (2) present an algorithm for optimum placement that provide service assurance to various CPS-based applications, and (3) enable CPS-based applications, which are able to run on top of the OpticalFog and 5G infrastructure. Therefore, a case study based on the deployment surveillance system in an academic institute using the proposed system is presented. iFogSim toolkit is used to implement the proposed OpticalFog-based deployment for the surveillance cameras. The results show the significant advantages of the proposed system for CPS-based applications in the 5G network.

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Literatur
2.
Zurück zum Zitat Leng, J., Zhang, H., Yan, D., Liu, Q., Chen, X., & Zhang, D. (2019). Digital twin-driven manufacturing cyber-physical system for parallel controlling of smart workshop. Journal of Ambient Intelligence and Humanized Computing, 10(3), 1155–1166.CrossRef Leng, J., Zhang, H., Yan, D., Liu, Q., Chen, X., & Zhang, D. (2019). Digital twin-driven manufacturing cyber-physical system for parallel controlling of smart workshop. Journal of Ambient Intelligence and Humanized Computing, 10(3), 1155–1166.CrossRef
3.
Zurück zum Zitat Wu, J., Luo, S., Wang, S., & Wang, H. (2018). Nles: A novel lifetime extension scheme for safety-critical cyber-physical systems using SDN and NFV. IEEE Internet of Things Journal, 6(2), 2463–2475.CrossRef Wu, J., Luo, S., Wang, S., & Wang, H. (2018). Nles: A novel lifetime extension scheme for safety-critical cyber-physical systems using SDN and NFV. IEEE Internet of Things Journal, 6(2), 2463–2475.CrossRef
4.
Zurück zum Zitat Singh, K. D., & Sood, S. K. (2020). 5G ready optical fog-assisted cyber-physical system for IoT applications. IET Cyber-Physical Systems: Theory & Applications, 5(2), 137–144.CrossRef Singh, K. D., & Sood, S. K. (2020). 5G ready optical fog-assisted cyber-physical system for IoT applications. IET Cyber-Physical Systems: Theory & Applications, 5(2), 137–144.CrossRef
6.
Zurück zum Zitat Shahzadi, R., Niaz, A., Ali, M., Naeem, M., Rodrigues, J. J., Qamar, F., et al. (2019). Three tier fog networks: Enabling iot/5g for latency sensitive applications. China Communications, 16(3), 1–11. Shahzadi, R., Niaz, A., Ali, M., Naeem, M., Rodrigues, J. J., Qamar, F., et al. (2019). Three tier fog networks: Enabling iot/5g for latency sensitive applications. China Communications, 16(3), 1–11.
7.
Zurück zum Zitat Bonomi, F., Milito, R., Zhu, J., & Addepalli, S. (2012). Fog computing and its role in the internet of things. In Proceedings of the first edition of the MCC workshop on Mobile cloud computing (pp. 13–16). ACM. Bonomi, F., Milito, R., Zhu, J., & Addepalli, S. (2012). Fog computing and its role in the internet of things. In Proceedings of the first edition of the MCC workshop on Mobile cloud computing (pp. 13–16). ACM.
8.
Zurück zum Zitat Vaquero, L. M., & Rodero-Merino, L. (2014). Finding your way in the fog: Towards a comprehensive definition of fog computing. ACM SIGCOMM Computer Communication Review, 44(5), 27–32.CrossRef Vaquero, L. M., & Rodero-Merino, L. (2014). Finding your way in the fog: Towards a comprehensive definition of fog computing. ACM SIGCOMM Computer Communication Review, 44(5), 27–32.CrossRef
9.
Zurück zum Zitat Sood, S. K., & Singh, K. D. (2019). SNA based resource optimization in optical network using fog and cloud computing. Optical Switching and Networking, 33, 114–121.CrossRef Sood, S. K., & Singh, K. D. (2019). SNA based resource optimization in optical network using fog and cloud computing. Optical Switching and Networking, 33, 114–121.CrossRef
10.
Zurück zum Zitat Han, B., Gopalakrishnan, V., Ji, L., & Lee, S. (2015). Network function virtualization: Challenges and opportunities for innovations. IEEE Communications Magazine, 53(2), 90–97.CrossRef Han, B., Gopalakrishnan, V., Ji, L., & Lee, S. (2015). Network function virtualization: Challenges and opportunities for innovations. IEEE Communications Magazine, 53(2), 90–97.CrossRef
11.
Zurück zum Zitat Sood, S. K., & Singh, K. D. (2018). Identification of a malicious optical edge device in the SDN-based optical fog/cloud computing network. Journal of Optical Communications, 1(ahead-of-print). Sood, S. K., & Singh, K. D. (2018). Identification of a malicious optical edge device in the SDN-based optical fog/cloud computing network. Journal of Optical Communications, 1(ahead-of-print).
12.
Zurück zum Zitat Sood, S. K., & Singh, K. D. (2019). Hmm-based secure framework for optical fog devices in the optical fog/cloud network. Journal of Optical Communications, 1(ahead-of-print). Sood, S. K., & Singh, K. D. (2019). Hmm-based secure framework for optical fog devices in the optical fog/cloud network. Journal of Optical Communications, 1(ahead-of-print).
13.
Zurück zum Zitat Singh, K. D. (2019). Role of optical network in cloud/fog computing. In Telecommunication systems-principles and applications of wireless-optical technologies. IntechOpen. Singh, K. D. (2019). Role of optical network in cloud/fog computing. In Telecommunication systems-principles and applications of wireless-optical technologies. IntechOpen.
14.
Zurück zum Zitat Hung, S. C., Hsu, H., Lien, S. Y., & Chen, K. C. (2015). Architecture harmonization between cloud radio access networks and fog networks. IEEE Access, 3, 3019–3034.CrossRef Hung, S. C., Hsu, H., Lien, S. Y., & Chen, K. C. (2015). Architecture harmonization between cloud radio access networks and fog networks. IEEE Access, 3, 3019–3034.CrossRef
15.
Zurück zum Zitat Peng, M., Yan, S., Zhang, K., & Wang, C. (2016). Fog-computing-based radio access networks: Issues and challenges. IEEE Network, 30(4), 46–53.CrossRef Peng, M., Yan, S., Zhang, K., & Wang, C. (2016). Fog-computing-based radio access networks: Issues and challenges. IEEE Network, 30(4), 46–53.CrossRef
16.
Zurück zum Zitat Ku, Y. J., Lin, D. Y., Lee, C. F., Hsieh, P. J., Wei, H. Y., Chou, C. T., et al. (2017). 5G radio access network design with the fog paradigm: Confluence of communications and computing. IEEE Communications Magazine, 55(4), 46–52.CrossRef Ku, Y. J., Lin, D. Y., Lee, C. F., Hsieh, P. J., Wei, H. Y., Chou, C. T., et al. (2017). 5G radio access network design with the fog paradigm: Confluence of communications and computing. IEEE Communications Magazine, 55(4), 46–52.CrossRef
17.
Zurück zum Zitat Vilalta, R., López, V., Giorgetti, A., Peng, S., Orsini, V., Velasco, L., et al. (2017). Telcofog: A unified flexible fog and cloud computing architecture for 5g networks. IEEE Communications Magazine, 55(8), 36–43.CrossRef Vilalta, R., López, V., Giorgetti, A., Peng, S., Orsini, V., Velasco, L., et al. (2017). Telcofog: A unified flexible fog and cloud computing architecture for 5g networks. IEEE Communications Magazine, 55(8), 36–43.CrossRef
18.
Zurück zum Zitat Ruffini, M. (2017). Multidimensional convergence in future 5G networks. Journal of Lightwave Technology, 35(3), 535–549.CrossRef Ruffini, M. (2017). Multidimensional convergence in future 5G networks. Journal of Lightwave Technology, 35(3), 535–549.CrossRef
19.
Zurück zum Zitat Markakis, E. K., Karras, K., Sideris, A., Alexiou, G., & Pallis, E. (2017). Computing, caching, and communication at the edge: The cornerstone for building a versatile 5G ecosystem. IEEE Communications Magazine, 55(11), 152–157.CrossRef Markakis, E. K., Karras, K., Sideris, A., Alexiou, G., & Pallis, E. (2017). Computing, caching, and communication at the edge: The cornerstone for building a versatile 5G ecosystem. IEEE Communications Magazine, 55(11), 152–157.CrossRef
20.
Zurück zum Zitat Yang, P., Zhang, N., Bi, Y., Yu, L., & Shen, X. S. (2017). Catalyzing cloud-fog interoperation in 5G wireless networks: An sdn approach. IEEE Network, 31(5), 14–20.CrossRef Yang, P., Zhang, N., Bi, Y., Yu, L., & Shen, X. S. (2017). Catalyzing cloud-fog interoperation in 5G wireless networks: An sdn approach. IEEE Network, 31(5), 14–20.CrossRef
21.
Zurück zum Zitat Kitayama, K. I. (2015). Coordinated role of optical and radio network in 5G-Era. In 2015 international topical meeting on microwave photonics (MWP) (pp. 1–4). IEEE. Kitayama, K. I. (2015). Coordinated role of optical and radio network in 5G-Era. In 2015 international topical meeting on microwave photonics (MWP) (pp. 1–4). IEEE.
22.
Zurück zum Zitat van Lingen, F., Yannuzzi, M., Jain, A., Irons-Mclean, R., Lluch, O., Carrera, D., et al. (2017). The unavoidable convergence of NFV, 5G, and Fog: A model-driven approach to bridge cloud and edge. IEEE Communications Magazine, 55(8), 28–35.CrossRef van Lingen, F., Yannuzzi, M., Jain, A., Irons-Mclean, R., Lluch, O., Carrera, D., et al. (2017). The unavoidable convergence of NFV, 5G, and Fog: A model-driven approach to bridge cloud and edge. IEEE Communications Magazine, 55(8), 28–35.CrossRef
23.
Zurück zum Zitat Giuntini, M., Grazioso, P., Matera, F., Valenti, A., Attanasio, V., Di Bartolo, S., et al. (2017). Enabling optical network test bed for 5G tests. Fiber and Integrated Optics, 36(1–2), 3–24.CrossRef Giuntini, M., Grazioso, P., Matera, F., Valenti, A., Attanasio, V., Di Bartolo, S., et al. (2017). Enabling optical network test bed for 5G tests. Fiber and Integrated Optics, 36(1–2), 3–24.CrossRef
24.
Zurück zum Zitat Gu, L., Zeng, D., Guo, S., Barnawi, A., & Xiang, Y. (2017). Cost efficient resource management in fog computing supported medical cyber-physical system. IEEE Transactions on Emerging Topics in Computing, 5(1), 108–119.CrossRef Gu, L., Zeng, D., Guo, S., Barnawi, A., & Xiang, Y. (2017). Cost efficient resource management in fog computing supported medical cyber-physical system. IEEE Transactions on Emerging Topics in Computing, 5(1), 108–119.CrossRef
25.
Zurück zum Zitat Chen, R. Y. (2017). An intelligent value stream-based approach to collaboration of food traceability cyber physical system by fog computing. Food Control, 71, 124–136.CrossRef Chen, R. Y. (2017). An intelligent value stream-based approach to collaboration of food traceability cyber physical system by fog computing. Food Control, 71, 124–136.CrossRef
27.
Zurück zum Zitat Zeng, D., Gu, L., & Yao, H. (2018). Towards energy efficient service composition in green energy powered cyber-physical fog systems. Future Generation Computer Systems. Zeng, D., Gu, L., & Yao, H. (2018). Towards energy efficient service composition in green energy powered cyber-physical fog systems. Future Generation Computer Systems.
28.
Zurück zum Zitat Sood, S. K., & Mahajan, I. (2018). Fog-cloud based cyber-physical system for distinguishing, detecting and preventing mosquito borne diseases. Future Generation Computer Systems. Sood, S. K., & Mahajan, I. (2018). Fog-cloud based cyber-physical system for distinguishing, detecting and preventing mosquito borne diseases. Future Generation Computer Systems.
29.
Zurück zum Zitat Raman, C., & James, V. (2018). Fcc: Fast congestion control scheme for wireless sensor networks using hybrid optimal routing algorithm. Cluster Computing, 1–11. Raman, C., & James, V. (2018). Fcc: Fast congestion control scheme for wireless sensor networks using hybrid optimal routing algorithm. Cluster Computing, 1–11.
30.
Zurück zum Zitat Törngren, M., & Herzog, E. (2016). Towards integration of cps and systems engineering in education. In Proceedings of the 2016 workshop on embedded and cyber-physical systems education (pp. 1–5). Törngren, M., & Herzog, E. (2016). Towards integration of cps and systems engineering in education. In Proceedings of the 2016 workshop on embedded and cyber-physical systems education (pp. 1–5).
31.
Zurück zum Zitat Isakovic, H., Ratasich, D., Hirsch, C., Platzer, M., Wally, B., Rausch, T., Nickovic, D., Krenn, W., Kappel, & G., Dustdar, S., et al. (2018). Cps/iot ecosystem: A platform for research and education. In Cyber physical systems. Model-based design (pp. 206–213). Springer. Isakovic, H., Ratasich, D., Hirsch, C., Platzer, M., Wally, B., Rausch, T., Nickovic, D., Krenn, W., Kappel, & G., Dustdar, S., et al. (2018). Cps/iot ecosystem: A platform for research and education. In Cyber physical systems. Model-based design (pp. 206–213). Springer.
32.
Zurück zum Zitat Sood, S. K., & Singh, K. D. (2018). An optical-fog assisted EEG-based virtual reality framework for enhancing e-learning through educational games. Computer Applications in Engineering Education, 26(5), 1565–1576.CrossRef Sood, S. K., & Singh, K. D. (2018). An optical-fog assisted EEG-based virtual reality framework for enhancing e-learning through educational games. Computer Applications in Engineering Education, 26(5), 1565–1576.CrossRef
33.
Zurück zum Zitat Sood, S. K., & Singh, K. D. (2019). Optical fog-assisted smart learning framework to enhance students’ employability in engineering education. Computer Applications in Engineering Education, 27(5), 1030–1042.CrossRef Sood, S. K., & Singh, K. D. (2019). Optical fog-assisted smart learning framework to enhance students’ employability in engineering education. Computer Applications in Engineering Education, 27(5), 1030–1042.CrossRef
34.
Zurück zum Zitat Ghosh, S., Mondal, A., Kindt, P. H., Sharma, P., Agarwal, Y., Dey, S., Deb, A. K., & Chakraborty, S. (2020). Programmable open architecture testbed for cps education. IEEE Design & Test Ghosh, S., Mondal, A., Kindt, P. H., Sharma, P., Agarwal, Y., Dey, S., Deb, A. K., & Chakraborty, S. (2020). Programmable open architecture testbed for cps education. IEEE Design & Test
35.
Zurück zum Zitat Konstantinou, C. (2020). Cyber-physical systems security education through hands-on lab exercises. IEEE Design & Test. Konstantinou, C. (2020). Cyber-physical systems security education through hands-on lab exercises. IEEE Design & Test.
36.
Zurück zum Zitat Singh, K. D., & Sood, S. K. (2020). Optical fog-assisted cyber-physical system for intelligent surveillance in the education system. Computer Applications in Engineering Education, 28(3), 692–704.CrossRef Singh, K. D., & Sood, S. K. (2020). Optical fog-assisted cyber-physical system for intelligent surveillance in the education system. Computer Applications in Engineering Education, 28(3), 692–704.CrossRef
37.
Zurück zum Zitat Amor, A. B., Abid, M., & Meddeb, A. (2020). Secure fog-based e-learning scheme. IEEE Access, 8, 31920–31933.CrossRef Amor, A. B., Abid, M., & Meddeb, A. (2020). Secure fog-based e-learning scheme. IEEE Access, 8, 31920–31933.CrossRef
38.
Zurück zum Zitat Kausar, S., Huahu, X., Ullah, A., Wenhao, Z., & Shabir, M. Y. (2020). Fog-assisted secure data exchange for examination and testing in e-learning system. Mobile Networks and Applications, 1–17. Kausar, S., Huahu, X., Ullah, A., Wenhao, Z., & Shabir, M. Y. (2020). Fog-assisted secure data exchange for examination and testing in e-learning system. Mobile Networks and Applications, 1–17.
39.
Zurück zum Zitat Yadav, G., Sundaravadivel, P., & Kesavan, L. (2020). Affect-learn: An IoT-based affective learning framework for special education. In IEEE virtual world forum on internet of things 2020. Yadav, G., Sundaravadivel, P., & Kesavan, L. (2020). Affect-learn: An IoT-based affective learning framework for special education. In IEEE virtual world forum on internet of things 2020.
40.
Zurück zum Zitat Ahmad, N., Hoda, N., & Alahmari, F. (2020). Developing a cloud-based mobile learning adoption model to promote sustainable education. Sustainability, 12(8), 3126.CrossRef Ahmad, N., Hoda, N., & Alahmari, F. (2020). Developing a cloud-based mobile learning adoption model to promote sustainable education. Sustainability, 12(8), 3126.CrossRef
41.
Zurück zum Zitat Ashtari, S., & Eydgahi, A. (2017). Student perceptions of cloud applications effectiveness in higher education. Journal of Computational Science, 23, 173–180.CrossRef Ashtari, S., & Eydgahi, A. (2017). Student perceptions of cloud applications effectiveness in higher education. Journal of Computational Science, 23, 173–180.CrossRef
Metadaten
Titel
QoS-Aware Optical Fog-Assisted Cyber-Physical System in the 5G Ready Heterogeneous Network
verfasst von
Kiran Deep Singh
Sandeep K. Sood
Publikationsdatum
22.11.2020
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 4/2021
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-020-07855-5

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