Skip to main content
Erschienen in: Cluster Computing 4/2022

29.07.2021

SDN–IoT empowered intelligent framework for industry 4.0 applications during COVID-19 pandemic

verfasst von: Anichur Rahman, Chinmay Chakraborty, Adnan Anwar, Md. Razaul Karim, Md. Jahidul Islam, Dipanjali Kundu, Ziaur Rahman, Shahab S. Band

Erschienen in: Cluster Computing | Ausgabe 4/2022

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The industrial ecosystem has been unprecedentedly affected by the COVID-19 pandemic because of its immense contact restrictions. Therefore, the manufacturing and socio-economic operations that require human involvement have significantly intervened since the beginning of the outbreak. As experienced, the social-distancing lesson in the potential new-normal world seems to force stakeholders to encourage the deployment of contactless Industry 4.0 architecture. Thus, human-less or less-human operations to keep these IoT-enabled ecosystems running without interruptions have motivated us to design and demonstrate an intelligent automated framework. In this research, we have proposed “EdgeSDN-I4COVID” architecture for intelligent and efficient management during COVID-19 of the smart industry considering the IoT networks. Moreover, the article presents the SDN-enabled layer, such as data, control, and application, to effectively and automatically monitor the IoT data from a remote location. In addition, the proposed convergence between SDN and NFV provides an efficient control mechanism for managing the IoT sensor data. Besides, it offers robust data integration on the surface and the devices required for Industry 4.0 during the COVID-19 pandemic. Finally, the article justified the above contributions through particular performance evaluations upon appropriate simulation setup and environment.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
2.
Zurück zum Zitat Kumar, K., Kumar, N., Shah, R.: Role of iot to avoid spreading of covid-19. Int. J. Intell. Netw. 1, 32–35 (2020) Kumar, K., Kumar, N., Shah, R.: Role of iot to avoid spreading of covid-19. Int. J. Intell. Netw. 1, 32–35 (2020)
3.
Zurück zum Zitat Zeng, J., Huang, J., Pan, L.: How to balance acute myocardial infarction and covid-19: the protocols from sichuan provincial people’s hospital. Intensive Care Med. 46(6), 1111–1113 (2020)CrossRef Zeng, J., Huang, J., Pan, L.: How to balance acute myocardial infarction and covid-19: the protocols from sichuan provincial people’s hospital. Intensive Care Med. 46(6), 1111–1113 (2020)CrossRef
4.
Zurück zum Zitat Mukherjee, B.K., Pappu, M.S.I., Islam, M.J., Acharjee, U.K.: An SDN based Distributed IoT Network with NFV Implementation for Smart Cities. In press: 2nd International Conference on Cyber Security and Computer Science (ICONCS-2020) (Springer, 2020) Mukherjee, B.K., Pappu, M.S.I., Islam, M.J., Acharjee, U.K.: An SDN based Distributed IoT Network with NFV Implementation for Smart Cities. In press: 2nd International Conference on Cyber Security and Computer Science (ICONCS-2020) (Springer, 2020)
5.
Zurück zum Zitat Rahman, A., Islam, M.J., Sunny, F.A., Nasir, M.K.: Distblocksdn: A distributed secure blockchain based sdn-iot architecture with nfv implementation for smart cities. In: 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET), pp. 1–6 (2019). https://doi.org/10.1109/ICIET48527.2019.9290627 Rahman, A., Islam, M.J., Sunny, F.A., Nasir, M.K.: Distblocksdn: A distributed secure blockchain based sdn-iot architecture with nfv implementation for smart cities. In: 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET), pp. 1–6 (2019). https://​doi.​org/​10.​1109/​ICIET48527.​2019.​9290627
6.
Zurück zum Zitat Yao, G., Bi, J., Guo, L.: On the cascading failures of multi-controllers in software defined networks. In: 2013 21st IEEE International Conference on Network Protocols (ICNP) pp. 1–2 (2013) Yao, G., Bi, J., Guo, L.: On the cascading failures of multi-controllers in software defined networks. In: 2013 21st IEEE International Conference on Network Protocols (ICNP) pp. 1–2 (2013)
7.
Zurück zum Zitat Islam, M.J., Mahin, M., Roy, S., Debnath, B.C., Khatun, A.: Distblacknet: A distributed secure black sdn-iot architecture with nfv implementation for smart cities. In: 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), pp. 1–6. IEEE (2019) Islam, M.J., Mahin, M., Roy, S., Debnath, B.C., Khatun, A.: Distblacknet: A distributed secure black sdn-iot architecture with nfv implementation for smart cities. In: 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), pp. 1–6. IEEE (2019)
8.
Zurück zum Zitat Liu, Y., Kuang, Y., Xiao, Y., Xu, G.: Sdn-based data transfer security for internet of things. IEEE Internet Things J. 5(1), 257–268 (2017)CrossRef Liu, Y., Kuang, Y., Xiao, Y., Xu, G.: Sdn-based data transfer security for internet of things. IEEE Internet Things J. 5(1), 257–268 (2017)CrossRef
9.
Zurück zum Zitat Kalkan, K., Zeadally, S.: Securing internet of things with software defined networking. IEEE Commun. Mag. 56(9), 186–192 (2017)CrossRef Kalkan, K., Zeadally, S.: Securing internet of things with software defined networking. IEEE Commun. Mag. 56(9), 186–192 (2017)CrossRef
10.
Zurück zum Zitat Javaid, M., Haleem, A., Vaishya, R., Bahl, S., Suman, R., Vaish, A.: Industry 4.0 technologies and their applications in fighting covid-19 pandemic. Diabetes & Metabolic Syndrome: Clinical Research & Reviews (2020) Javaid, M., Haleem, A., Vaishya, R., Bahl, S., Suman, R., Vaish, A.: Industry 4.0 technologies and their applications in fighting covid-19 pandemic. Diabetes & Metabolic Syndrome: Clinical Research & Reviews (2020)
11.
Zurück zum Zitat Ndiaye, M., Oyewobi, S.S., Abu-Mahfouz, A.M., Hancke, G.P., Kurien, A.M., Djouani, K.: Iot in the wake of covid-19: a survey on contributions, challenges and evolution. IEEE Access 8, 186821–186839 (2020)CrossRef Ndiaye, M., Oyewobi, S.S., Abu-Mahfouz, A.M., Hancke, G.P., Kurien, A.M., Djouani, K.: Iot in the wake of covid-19: a survey on contributions, challenges and evolution. IEEE Access 8, 186821–186839 (2020)CrossRef
12.
Zurück zum Zitat Ranaweera, P.S., Liyanage, M., Jurcut, A.D.: Novel mec based approaches for smart hospitals to combat covid-19 pandemic. In: IEEE Consumer Electronics Magazine (2020) Ranaweera, P.S., Liyanage, M., Jurcut, A.D.: Novel mec based approaches for smart hospitals to combat covid-19 pandemic. In: IEEE Consumer Electronics Magazine (2020)
13.
Zurück zum Zitat Abdel-Basset, M., Chang, V., Nabeeh, N.A.: An intelligent framework using disruptive technologies for covid-19 analysis. Technological Forecasting and Social Change p. 120431 (2020) Abdel-Basset, M., Chang, V., Nabeeh, N.A.: An intelligent framework using disruptive technologies for covid-19 analysis. Technological Forecasting and Social Change p. 120431 (2020)
14.
Zurück zum Zitat Garg, L., Chukwu, E., Nasser, N., Chakraborty, C., Garg, G.: Anonymity preserving iot-based covid-19 and other infectious disease contact tracing model. IEEE Access 8, 159402–159414 (2020)CrossRef Garg, L., Chukwu, E., Nasser, N., Chakraborty, C., Garg, G.: Anonymity preserving iot-based covid-19 and other infectious disease contact tracing model. IEEE Access 8, 159402–159414 (2020)CrossRef
15.
Zurück zum Zitat Singh, R.P., Javaid, M., Haleem, A., Suman, R.: Internet of things (iot) applications to fight against covid-19 pandemic. Diabetes Metab. Syndr. Clin. Res. Rev. 14(4), 521–524 (2020)CrossRef Singh, R.P., Javaid, M., Haleem, A., Suman, R.: Internet of things (iot) applications to fight against covid-19 pandemic. Diabetes Metab. Syndr. Clin. Res. Rev. 14(4), 521–524 (2020)CrossRef
16.
Zurück zum Zitat Otoom, M., Otoum, N., Alzubaidi, M.A., Etoom, Y., Banihani, R.: An iot-based framework for early identification and monitoring of covid-19 cases. Biomed. Signal Process. Control 62, 102149 (2020)CrossRef Otoom, M., Otoum, N., Alzubaidi, M.A., Etoom, Y., Banihani, R.: An iot-based framework for early identification and monitoring of covid-19 cases. Biomed. Signal Process. Control 62, 102149 (2020)CrossRef
17.
Zurück zum Zitat Kolhar, M., Al-Turjman, F., Alameen, A., Abualhaj, M.M.: A three layered decentralized iot biometric architecture for city lockdown during covid-19 outbreak. IEEE Access 8, 163608–163617 (2020)CrossRef Kolhar, M., Al-Turjman, F., Alameen, A., Abualhaj, M.M.: A three layered decentralized iot biometric architecture for city lockdown during covid-19 outbreak. IEEE Access 8, 163608–163617 (2020)CrossRef
18.
Zurück zum Zitat Rahman, M.S., Peeri, N.C., Shrestha, N., Zaki, R., Haque, U., Ab Hamid, S.H.: Defending against the novel coronavirus (covid-19) outbreak: how can the internet of things (iot) help to save the world? Health Policy and Technology (2020) Rahman, M.S., Peeri, N.C., Shrestha, N., Zaki, R., Haque, U., Ab Hamid, S.H.: Defending against the novel coronavirus (covid-19) outbreak: how can the internet of things (iot) help to save the world? Health Policy and Technology (2020)
19.
Zurück zum Zitat Marbouh, D., Abbasi, T., Maasmi, F., Omar, I.A., Debe, M.S., Salah, K., Jayaraman, R., Ellahham, S.: Blockchain for covid-19: review, opportunities, and a trusted tracking system. Arab. J. Sci. Eng. 45, 9895–9911 (2020)CrossRef Marbouh, D., Abbasi, T., Maasmi, F., Omar, I.A., Debe, M.S., Salah, K., Jayaraman, R., Ellahham, S.: Blockchain for covid-19: review, opportunities, and a trusted tracking system. Arab. J. Sci. Eng. 45, 9895–9911 (2020)CrossRef
20.
Zurück zum Zitat Tsang, Y., Wu, C., Ip, W., Shiau, W.L.: Exploring the intellectual cores of the blockchain-internet of things (biot). Journal of Enterprise Information Management (2021) Tsang, Y., Wu, C., Ip, W., Shiau, W.L.: Exploring the intellectual cores of the blockchain-internet of things (biot). Journal of Enterprise Information Management (2021)
21.
Zurück zum Zitat Xu, L.D., Duan, L.: Big data for cyber physical systems in industry 4.0: a survey. Enterprise Inf. Syst. 13(2), 148–169 (2019)MathSciNetCrossRef Xu, L.D., Duan, L.: Big data for cyber physical systems in industry 4.0: a survey. Enterprise Inf. Syst. 13(2), 148–169 (2019)MathSciNetCrossRef
22.
Zurück zum Zitat Aheleroff, S., Xu, X., Zhong, R.Y., Lu, Y.: Digital twin as a service (dtaas) in industry 4.0: an architecture reference model. Adv. Eng. Inf. 47, 101225 (2021)CrossRef Aheleroff, S., Xu, X., Zhong, R.Y., Lu, Y.: Digital twin as a service (dtaas) in industry 4.0: an architecture reference model. Adv. Eng. Inf. 47, 101225 (2021)CrossRef
23.
Zurück zum Zitat Bartik, A.W., Bertrand, M., Cullen, Z.B., Glaeser, E.L., Luca, M., Stanton, C.T.: How are small businesses adjusting to covid-19? Early evidence from a survey. Tech. rep, National Bureau of Economic Research (2020) Bartik, A.W., Bertrand, M., Cullen, Z.B., Glaeser, E.L., Luca, M., Stanton, C.T.: How are small businesses adjusting to covid-19? Early evidence from a survey. Tech. rep, National Bureau of Economic Research (2020)
24.
Zurück zum Zitat Bartik, A.W., Bertrand, M., Cullen, Z., Glaeser, E.L., Luca, M., Stanton, C.: The impact of covid-19 on small business outcomes and expectations. Proc. Natl. Acad. Sci. U.S.A. 117(30), 17656–17666 (2020)CrossRef Bartik, A.W., Bertrand, M., Cullen, Z., Glaeser, E.L., Luca, M., Stanton, C.: The impact of covid-19 on small business outcomes and expectations. Proc. Natl. Acad. Sci. U.S.A. 117(30), 17656–17666 (2020)CrossRef
25.
Zurück zum Zitat Gomm, M.L.: Supply chain finance: applying finance theory to supply chain management to enhance finance in supply chains. Int. J. Logist. Res. Appl. 13(2), 133–142 (2010)CrossRef Gomm, M.L.: Supply chain finance: applying finance theory to supply chain management to enhance finance in supply chains. Int. J. Logist. Res. Appl. 13(2), 133–142 (2010)CrossRef
26.
Zurück zum Zitat Bragazzi, N.L.: Digital technologies-enabled smart manufacturing and industry 4.0 in the post-covid-19 era: lessons learnt from a pandemic (2020) Bragazzi, N.L.: Digital technologies-enabled smart manufacturing and industry 4.0 in the post-covid-19 era: lessons learnt from a pandemic (2020)
27.
Zurück zum Zitat Cheng, J., Chen, W., Tao, F., Lin, C.L.: Industrial iot in 5g environment towards smart manufacturing. J. Ind. Inf. Integr. 10, 10–19 (2018) Cheng, J., Chen, W., Tao, F., Lin, C.L.: Industrial iot in 5g environment towards smart manufacturing. J. Ind. Inf. Integr. 10, 10–19 (2018)
28.
Zurück zum Zitat Kumar, M.S., Raut, R.D., Narwane, V.S., Narkhede, B.E.: Applications of industry 4.0 to overcome the covid-19 operational challenges. Diabetes Metab. Syndr. Clin. Res. Rev. 14(5), 1283–1289 (2020)CrossRef Kumar, M.S., Raut, R.D., Narwane, V.S., Narkhede, B.E.: Applications of industry 4.0 to overcome the covid-19 operational challenges. Diabetes Metab. Syndr. Clin. Res. Rev. 14(5), 1283–1289 (2020)CrossRef
29.
Zurück zum Zitat Karakus, M., Durresi, A.: A survey: control plane scalability issues and approaches in software-defined networking (sdn). Comput. Netw. 112, 279–293 (2017)CrossRef Karakus, M., Durresi, A.: A survey: control plane scalability issues and approaches in software-defined networking (sdn). Comput. Netw. 112, 279–293 (2017)CrossRef
30.
Zurück zum Zitat Murat, K.., Arjan, D.: Quality of service (qos) in software defined networking (sdn): a survey. J. Netw. Comput. Appl. 80, 200–218 (2017)CrossRef Murat, K.., Arjan, D.: Quality of service (qos) in software defined networking (sdn): a survey. J. Netw. Comput. Appl. 80, 200–218 (2017)CrossRef
31.
Zurück zum Zitat Sahay, R., Meng, W., Jensen, C.D.: The application of software defined networking on securing computer networks: a survey. J. Netw. Comput. Appl. 131, 89–108 (2019)CrossRef Sahay, R., Meng, W., Jensen, C.D.: The application of software defined networking on securing computer networks: a survey. J. Netw. Comput. Appl. 131, 89–108 (2019)CrossRef
32.
Zurück zum Zitat Rahman, A., Islam, M.J., Saikat Islam Khan, M., Kabir, S., Pritom, A.I., Razaul Karim, M.: Block-sdotcloud: Enhancing security of cloud storage through blockchain-based sdn in iot network. In: 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI), pp. 1–6 (2020). https://doi.org/10.1109/STI50764.2020.9350419 Rahman, A., Islam, M.J., Saikat Islam Khan, M., Kabir, S., Pritom, A.I., Razaul Karim, M.: Block-sdotcloud: Enhancing security of cloud storage through blockchain-based sdn in iot network. In: 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI), pp. 1–6 (2020). https://​doi.​org/​10.​1109/​STI50764.​2020.​9350419
33.
Zurück zum Zitat Abdelaziz, A., Fong, A.T., Gani, A., Garba, U., Khan, S., Akhunzada, A., Talebian, H., Choo, K.K.R.: Distributed controller clustering in software defined networks. PLoS ONE 12(4),(2017) Abdelaziz, A., Fong, A.T., Gani, A., Garba, U., Khan, S., Akhunzada, A., Talebian, H., Choo, K.K.R.: Distributed controller clustering in software defined networks. PLoS ONE 12(4),(2017)
34.
Zurück zum Zitat Cerroni, W., Buratti, C., Cerboni, S., Davoli, G., Contoli, C., Foresta, F., Callegati, F., Verdone, R.: Intent-based management and orchestration of heterogeneous openflow/iot sdn domains. In: 2017 IEEE Conference on Network Softwarization (NetSoft), pp. 1–9. IEEE (2017) Cerroni, W., Buratti, C., Cerboni, S., Davoli, G., Contoli, C., Foresta, F., Callegati, F., Verdone, R.: Intent-based management and orchestration of heterogeneous openflow/iot sdn domains. In: 2017 IEEE Conference on Network Softwarization (NetSoft), pp. 1–9. IEEE (2017)
35.
Zurück zum Zitat Jacquenet, C., Boucadair, M.: A software-defined approach to iot networking. ZTE Commun. 1, 012 (2016) Jacquenet, C., Boucadair, M.: A software-defined approach to iot networking. ZTE Commun. 1, 012 (2016)
36.
Zurück zum Zitat Bull, P., Austin, R., Popov, E., Sharma, M., Watson, R.: Flow based security for iot devices using an sdn gateway. In: 2016 IEEE 4th International Conference on Future Internet of Things and Cloud (FiCloud), pp. 157–163. IEEE (2016) Bull, P., Austin, R., Popov, E., Sharma, M., Watson, R.: Flow based security for iot devices using an sdn gateway. In: 2016 IEEE 4th International Conference on Future Internet of Things and Cloud (FiCloud), pp. 157–163. IEEE (2016)
37.
Zurück zum Zitat Al Shuhaimi, F., Jose, M., Singh, A.V.: Software defined network as solution to overcome security challenges in iot. In: 2016 5th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO), pp. 491–496. IEEE (2016) Al Shuhaimi, F., Jose, M., Singh, A.V.: Software defined network as solution to overcome security challenges in iot. In: 2016 5th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO), pp. 491–496. IEEE (2016)
38.
Zurück zum Zitat Rahman, A., Nasir, M.K., Rahman, Z., Mosavi, A., Shahab, S., Minaei-Bidgoli, B.: Distblockbuilding: a distributed blockchain-based sdn-iot network for smart building management. IEEE Access 8, 140008–140018 (2020)CrossRef Rahman, A., Nasir, M.K., Rahman, Z., Mosavi, A., Shahab, S., Minaei-Bidgoli, B.: Distblockbuilding: a distributed blockchain-based sdn-iot network for smart building management. IEEE Access 8, 140008–140018 (2020)CrossRef
39.
Zurück zum Zitat Islam, M.J., Mahin, M., Khatun, A., Roy, S., Kabir, S., Debnath, B.C.: A comprehensive data security and forensic investigation framework for cloud-iot ecosystem. GUB J. Sci. Eng. 4, 64–75 (2019) Islam, M.J., Mahin, M., Khatun, A., Roy, S., Kabir, S., Debnath, B.C.: A comprehensive data security and forensic investigation framework for cloud-iot ecosystem. GUB J. Sci. Eng. 4, 64–75 (2019)
40.
Zurück zum Zitat Tayyaba, S.K., Shah, M.A., Khan, O.A., Ahmed, A.W.: Software defined network (sdn) based internet of things (iot) a road ahead. In: Proceedings of the International Conference on Future Networks and Distributed Systems, pp. 1–8 (2017) Tayyaba, S.K., Shah, M.A., Khan, O.A., Ahmed, A.W.: Software defined network (sdn) based internet of things (iot) a road ahead. In: Proceedings of the International Conference on Future Networks and Distributed Systems, pp. 1–8 (2017)
41.
Zurück zum Zitat Yassein, M.B., Aljawarneh, S., Al-Rousan, M., Mardini, W., Al-Rashdan, W.: Combined software-defined network (sdn) and internet of things (iot). In: 2017 International Conference on Electrical and Computing Technologies and Applications (ICECTA), pp. 1–6. IEEE (2017) Yassein, M.B., Aljawarneh, S., Al-Rousan, M., Mardini, W., Al-Rashdan, W.: Combined software-defined network (sdn) and internet of things (iot). In: 2017 International Conference on Electrical and Computing Technologies and Applications (ICECTA), pp. 1–6. IEEE (2017)
42.
Zurück zum Zitat Bagdadee, A.H., Zhang, L., Remus, M.S.H.: A brief review of the iot-based energy management system in the smart industry. In: Artificial Intelligence and Evolutionary Computations in Engineering Systems, pp. 443–459. Springer (2020) Bagdadee, A.H., Zhang, L., Remus, M.S.H.: A brief review of the iot-based energy management system in the smart industry. In: Artificial Intelligence and Evolutionary Computations in Engineering Systems, pp. 443–459. Springer (2020)
43.
Zurück zum Zitat Mabkhot, M.M., Al-Ahmari, A.M., Salah, B., Alkhalefah, H.: Requirements of the smart factory system: a survey and perspective. Machines 6(2), 23 (2018)CrossRef Mabkhot, M.M., Al-Ahmari, A.M., Salah, B., Alkhalefah, H.: Requirements of the smart factory system: a survey and perspective. Machines 6(2), 23 (2018)CrossRef
44.
Zurück zum Zitat Ma, Y., Chen, Y., Chen, J.: Sdn-enabled network virtualization for industry 4.0 based on iots and cloud computing. In: 2017 19th International Conference on Advanced Communication Technology (ICACT), pp. 199–202 (2017) Ma, Y., Chen, Y., Chen, J.: Sdn-enabled network virtualization for industry 4.0 based on iots and cloud computing. In: 2017 19th International Conference on Advanced Communication Technology (ICACT), pp. 199–202 (2017)
45.
Zurück zum Zitat Chu, D.K., Akl, E.A., Duda, S., Solo, K., Yaacoub, S., Schünemann, H.J., El-harakeh, A., Bognanni, A., Lotfi, T., Loeb, M., et al.: Physical distancing, face masks, and eye protection to prevent person-to-person transmission of sars-cov-2 and covid-19: a systematic review and meta-analysis. The Lancet (2020) Chu, D.K., Akl, E.A., Duda, S., Solo, K., Yaacoub, S., Schünemann, H.J., El-harakeh, A., Bognanni, A., Lotfi, T., Loeb, M., et al.: Physical distancing, face masks, and eye protection to prevent person-to-person transmission of sars-cov-2 and covid-19: a systematic review and meta-analysis. The Lancet (2020)
46.
Zurück zum Zitat Singh, R.P., Javaid, M., Haleem, A., Suman, R.: Internet of things (iot) applications to fight against covid-19 pandemic. Diabetes Metab. Syndr. Clin. Res. Rev. 14(4), 521–524 (2020)CrossRef Singh, R.P., Javaid, M., Haleem, A., Suman, R.: Internet of things (iot) applications to fight against covid-19 pandemic. Diabetes Metab. Syndr. Clin. Res. Rev. 14(4), 521–524 (2020)CrossRef
47.
Zurück zum Zitat Chakraborty, C., Abougreen, A.N.: Intelligent internet of things and advanced machine learning techniques for Covid-19. EAI Endorsed Trans. Pervasive Health Technol. 7(26), e1 (2021) Chakraborty, C., Abougreen, A.N.: Intelligent internet of things and advanced machine learning techniques for Covid-19. EAI Endorsed Trans. Pervasive Health Technol. 7(26), e1 (2021)
48.
Zurück zum Zitat Iwendi, C., Bashir, A.K., Peshkar, A., Sujatha, R., Chatterjee, J.M., Pasupuleti, S., Mishra, R., Pillai, S., Jo, O.: Covid-19 patient health prediction using boosted random forest algorithm. Front. Public Health 8, 357 (2020)CrossRef Iwendi, C., Bashir, A.K., Peshkar, A., Sujatha, R., Chatterjee, J.M., Pasupuleti, S., Mishra, R., Pillai, S., Jo, O.: Covid-19 patient health prediction using boosted random forest algorithm. Front. Public Health 8, 357 (2020)CrossRef
50.
Zurück zum Zitat Muhammad, L., Algehyne, E.A., Usman, S.S., Ahmad, A., Chakraborty, C., Mohammed, I.A.: Supervised machine learning models for prediction of covid-19 infection using epidemiology dataset. SN Comput. Sci. 2(1), 1–13 (2021)CrossRef Muhammad, L., Algehyne, E.A., Usman, S.S., Ahmad, A., Chakraborty, C., Mohammed, I.A.: Supervised machine learning models for prediction of covid-19 infection using epidemiology dataset. SN Comput. Sci. 2(1), 1–13 (2021)CrossRef
52.
Zurück zum Zitat Kumar, S., Raut, R.D., Narkhede, B.E.: A proposed collaborative framework by using artificial intelligence-internet of things (ai-iot) in covid-19 pandemic situation for healthcare workers. Int. J. Healthcare Manag 13(4), 337–345 (2020)CrossRef Kumar, S., Raut, R.D., Narkhede, B.E.: A proposed collaborative framework by using artificial intelligence-internet of things (ai-iot) in covid-19 pandemic situation for healthcare workers. Int. J. Healthcare Manag 13(4), 337–345 (2020)CrossRef
54.
Zurück zum Zitat Shabbir, M., Shabbir, A., Iwendi, C., Javed, A.R., Rizwan, M., Herencsar, N., Lin, J.C.W.: Enhancing security of health information using modular encryption standard in mobile cloud computing. IEEE Access 9, 8820–8834 (2021)CrossRef Shabbir, M., Shabbir, A., Iwendi, C., Javed, A.R., Rizwan, M., Herencsar, N., Lin, J.C.W.: Enhancing security of health information using modular encryption standard in mobile cloud computing. IEEE Access 9, 8820–8834 (2021)CrossRef
55.
Zurück zum Zitat Dargahi, T., Caponi, A., Ambrosin, M., Bianchi, G., Conti, M.: A survey on the security of stateful sdn data planes. IEEE Commun. Surv. Tutor. 19(3), 1701–1725 (2017)CrossRef Dargahi, T., Caponi, A., Ambrosin, M., Bianchi, G., Conti, M.: A survey on the security of stateful sdn data planes. IEEE Commun. Surv. Tutor. 19(3), 1701–1725 (2017)CrossRef
56.
Zurück zum Zitat Rahman, A., Islam, M.J., Rahman, Z., Reza, M.M., Anwar, A., Mahmud, M.P., Nasir, M.K., Noor, R.M.: Distb-condo: Distributed blockchain-based iot-sdn model for smart condominium. IEEE Access 8, 209594–209609 (2020)CrossRef Rahman, A., Islam, M.J., Rahman, Z., Reza, M.M., Anwar, A., Mahmud, M.P., Nasir, M.K., Noor, R.M.: Distb-condo: Distributed blockchain-based iot-sdn model for smart condominium. IEEE Access 8, 209594–209609 (2020)CrossRef
57.
Zurück zum Zitat Nguyen, T., Duong Bang, D., Wolff, A.: 2019 novel coronavirus disease (covid-19): paving the road for rapid detection and point-of-care diagnostics. Micromachines 11(3), 306 (2020)CrossRef Nguyen, T., Duong Bang, D., Wolff, A.: 2019 novel coronavirus disease (covid-19): paving the road for rapid detection and point-of-care diagnostics. Micromachines 11(3), 306 (2020)CrossRef
58.
Zurück zum Zitat Iyer, M., Jayaramayya, K., Subramaniam, M.D., Lee, S.B., Dayem, A.A., Cho, S.G., Vellingiri, B.: Covid-19: an update on diagnostic and therapeutic approaches. BMB Rep. 53(4), 191 (2020)CrossRef Iyer, M., Jayaramayya, K., Subramaniam, M.D., Lee, S.B., Dayem, A.A., Cho, S.G., Vellingiri, B.: Covid-19: an update on diagnostic and therapeutic approaches. BMB Rep. 53(4), 191 (2020)CrossRef
60.
Zurück zum Zitat Darma, D., Ilmi, Z., Darma, S., Syaharuddin, Y.: Covid-19 and its impact on education: Challenges from industry 4.0 (2020) Darma, D., Ilmi, Z., Darma, S., Syaharuddin, Y.: Covid-19 and its impact on education: Challenges from industry 4.0 (2020)
61.
Zurück zum Zitat Mohamed, N., Al-Jaroodi, J., Lazarova-Molnar, S.: Leveraging the capabilities of industry 4.0 for improving energy efficiency in smart factories. IEEE Access 7, 18008–18020 (2019)CrossRef Mohamed, N., Al-Jaroodi, J., Lazarova-Molnar, S.: Leveraging the capabilities of industry 4.0 for improving energy efficiency in smart factories. IEEE Access 7, 18008–18020 (2019)CrossRef
62.
Zurück zum Zitat Zakoldaev, D., Gurjanov, A., Shukalov, A., Zharinov, I.: The application of krone model to describe the production facilities of the industry 4.0 smart factories. J. Phys. Conf. Ser. 1333, 72031 (2019)CrossRef Zakoldaev, D., Gurjanov, A., Shukalov, A., Zharinov, I.: The application of krone model to describe the production facilities of the industry 4.0 smart factories. J. Phys. Conf. Ser. 1333, 72031 (2019)CrossRef
63.
Zurück zum Zitat Rahman, A., Sara, U., Kundu, D., Islam, S., Islam, M.J., Hasan, M., Rahman, Z., Nasir, M.K.: Distb-sdoindustry: Enhancing security in industry 4.0 services based on distributed blockchain through software defined networking-iot enabled architecture. Int. J. Adv. Comput. Sci. Appl. 11(9), 100 (2020) Rahman, A., Sara, U., Kundu, D., Islam, S., Islam, M.J., Hasan, M., Rahman, Z., Nasir, M.K.: Distb-sdoindustry: Enhancing security in industry 4.0 services based on distributed blockchain through software defined networking-iot enabled architecture. Int. J. Adv. Comput. Sci. Appl. 11(9), 100 (2020)
64.
Zurück zum Zitat Oztemel, E., Gursev, S.: Literature review of industry 4.0 and related technologies. J. Intell. Manuf. 31(1), 127–182 (2020)CrossRef Oztemel, E., Gursev, S.: Literature review of industry 4.0 and related technologies. J. Intell. Manuf. 31(1), 127–182 (2020)CrossRef
65.
Zurück zum Zitat Kamal, M., Aljohani, A., Alanazi, E.: Iot meets covid-19: Status, challenges, and opportunities. arXiv preprint arXiv:2007.12268 (2020) Kamal, M., Aljohani, A., Alanazi, E.: Iot meets covid-19: Status, challenges, and opportunities. arXiv preprint arXiv:​2007.​12268 (2020)
66.
Zurück zum Zitat Chauhan, A., Jakhar, S.K., Chauhan, C.: The interplay of circular economy with industry 4.0 enabled smart city drivers of healthcare waste disposal. J. Clean. Prod. 279, 154 (2020) Chauhan, A., Jakhar, S.K., Chauhan, C.: The interplay of circular economy with industry 4.0 enabled smart city drivers of healthcare waste disposal. J. Clean. Prod. 279, 154 (2020)
Metadaten
Titel
SDN–IoT empowered intelligent framework for industry 4.0 applications during COVID-19 pandemic
verfasst von
Anichur Rahman
Chinmay Chakraborty
Adnan Anwar
Md. Razaul Karim
Md. Jahidul Islam
Dipanjali Kundu
Ziaur Rahman
Shahab S. Band
Publikationsdatum
29.07.2021
Verlag
Springer US
Erschienen in
Cluster Computing / Ausgabe 4/2022
Print ISSN: 1386-7857
Elektronische ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-021-03367-4

Weitere Artikel der Ausgabe 4/2022

Cluster Computing 4/2022 Zur Ausgabe

Premium Partner