Skip to main content

2021 | OriginalPaper | Buchkapitel

Fog Computing Enabled Healthcare 4.0

verfasst von : Shaheen Parveen, Pawan Singh, Deepak Arora

Erschienen in: Recent Innovations in Computing

Verlag: Springer Singapore

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

search-config
loading …

Abstract

Industry 4.0 has revolutionized the utilization of information technology (IT) in the contemporary scenario. Different disruptive technologies have imparted their contribution in the success of Industry 4.0. In the transition from Industry 1.0 to 4.0, the ideas from mechanical to electrical engineering, from electrical to telecommunication and information technology and then artificial intelligence have switched abruptly. Artificial intelligence (AI), big data analytics (BDA) and machine learning (ML) contributed its leading role. The competence of artificial intelligence brings machine at the capability to handle the human health issues. In Healthcare 4.0, the whole efforts are to resolve the multi-dimensional problems of treatments faced in daily life. Healthcare 4.0 is the rebellion paradigm where hospital-centric environment, artificial intelligence and computing resources are integrated to provide the real-time treatment to patients. The fog computing can play the major role for real-time treatment. This paper illustrates the applicability of fog computing in Healthcare 4.0 and the transition of hospital-centric healthcare (HCH) system to patient-centric care (PCC). The solution for tracking health record is also proposed in this paper by analysing the case study of diabetic patient in India.

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
1.
Zurück zum Zitat Mutlag, A.A., Ghani, M.K.A., Arunkumar, N., Mohammed, M.A., Mohd, O.: Enabling technologies for fog computing in healthcare IoT systems. Futur. Gen. Comput. Syst. 90, 62–78 (2019)CrossRef Mutlag, A.A., Ghani, M.K.A., Arunkumar, N., Mohammed, M.A., Mohd, O.: Enabling technologies for fog computing in healthcare IoT systems. Futur. Gen. Comput. Syst. 90, 62–78 (2019)CrossRef
2.
Zurück zum Zitat Dash, S., Biswas, S., Banerjee, D., Rahman, A.R.: Edge and fog computing in healthcare—a review. Scalable Comput.: Pract. Exp. 20(2), 191–205 (2019) Dash, S., Biswas, S., Banerjee, D., Rahman, A.R.: Edge and fog computing in healthcare—a review. Scalable Comput.: Pract. Exp. 20(2), 191–205 (2019)
3.
Zurück zum Zitat Kumari, A., Tanwar, S., Tyagi, S., Kumar, N.: Fog computing for healthcare 4.0 environment: opportunities and challenges. Comput. Electr. Eng. 72, 1–13 (2018) Kumari, A., Tanwar, S., Tyagi, S., Kumar, N.: Fog computing for healthcare 4.0 environment: opportunities and challenges. Comput. Electr. Eng. 72, 1–13 (2018)
4.
Zurück zum Zitat Bonomi, F., Milito, R., Zhu, J., et al.: Fog computing and its role in the Internet of Things. In: The Proceedings of the First Edition of the MCC Workshop on Mobile Cloud Computing, pp. 13–16. ACM, Helsinki, Finland (2012) Bonomi, F., Milito, R., Zhu, J., et al.: Fog computing and its role in the Internet of Things. In: The Proceedings of the First Edition of the MCC Workshop on Mobile Cloud Computing, pp. 13–16. ACM, Helsinki, Finland (2012)
5.
Zurück zum Zitat Vaquero, L.M., Rodero-Merino, L.: Finding your way in the fog: towards a comprehensive definition of fog computing. ACM SIGCOMM Comput. Commun. Rev. 44(5), 27–32 (2014)CrossRef Vaquero, L.M., Rodero-Merino, L.: Finding your way in the fog: towards a comprehensive definition of fog computing. ACM SIGCOMM Comput. Commun. Rev. 44(5), 27–32 (2014)CrossRef
6.
Zurück zum Zitat Mahmud, R., Kotagiri, R., Buyya, R.: Internet of Things—Technologies, Communications and Computing, 16th edn. Springer, Singapore (2018) Mahmud, R., Kotagiri, R., Buyya, R.: Internet of Things—Technologies, Communications and Computing, 16th edn. Springer, Singapore (2018)
7.
Zurück zum Zitat Parveen, S., Singh, P., Arora, D.: Fog computing research opportunities and challenges: a comprehensive survey. In: Singh, P.K., Pawłowski, W., Tanwar, S., Kumar, N., Rodrigues, J.J.P.C., Obaidat, M.S. (eds.) Proceedings of First International Conference on Computing, Communications, and Cyber-Security (IC4S 2019), LNNS, vol. 121, pp. 171–181. Springer, Singapore (2020) Parveen, S., Singh, P., Arora, D.: Fog computing research opportunities and challenges: a comprehensive survey. In: Singh, P.K., Pawłowski, W., Tanwar, S., Kumar, N., Rodrigues, J.J.P.C., Obaidat, M.S. (eds.) Proceedings of First International Conference on Computing, Communications, and Cyber-Security (IC4S 2019), LNNS, vol. 121, pp. 171–181. Springer, Singapore (2020)
8.
Zurück zum Zitat Sunyaev, A.: Fog and edge computing. In: Internet Computing, Principles of Distributed Systems and Emerging Internet-Based Technologies, pp. 237–264. Springer Cham (2020) Sunyaev, A.: Fog and edge computing. In: Internet Computing, Principles of Distributed Systems and Emerging Internet-Based Technologies, pp. 237–264. Springer Cham (2020)
9.
Zurück zum Zitat Mouradian, C., Naboulsi, D., Yangui, S., Glitho, H., Morrow, M.J., Polakos, A.P.: A comprehensive survey on fog computing: state-of-the-art and research challenges. IEEE Commun. Surv. Tutor. 20(1), 416–464 (2018)CrossRef Mouradian, C., Naboulsi, D., Yangui, S., Glitho, H., Morrow, M.J., Polakos, A.P.: A comprehensive survey on fog computing: state-of-the-art and research challenges. IEEE Commun. Surv. Tutor. 20(1), 416–464 (2018)CrossRef
10.
Zurück zum Zitat Gupta, H., Dastjerdi, A.V., Ghosh, S.K., Buyya, R.: iFogSim: a toolkit for modeling and simulation of resource management techniques in the Internet of Things, edge and fog computing environments. Softw. Pract. Exp. 47(9), 1275–1296 (2016)CrossRef Gupta, H., Dastjerdi, A.V., Ghosh, S.K., Buyya, R.: iFogSim: a toolkit for modeling and simulation of resource management techniques in the Internet of Things, edge and fog computing environments. Softw. Pract. Exp. 47(9), 1275–1296 (2016)CrossRef
11.
Zurück zum Zitat Paul, A., Pinjari, H., Hong, W.H., Seo, H.C., Rho, S.: Fog computing-based IoT for health monitoring system. J. Sens. 2018, 1–7 (2018)CrossRef Paul, A., Pinjari, H., Hong, W.H., Seo, H.C., Rho, S.: Fog computing-based IoT for health monitoring system. J. Sens. 2018, 1–7 (2018)CrossRef
12.
Zurück zum Zitat Nandyala, C.S., Kim, H.K.: From cloud to fog and IoT-based real-time U-healthcare monitoring for smart homes and hospitals. Int. J. Smart Home 10(2), 187–196 (2016)CrossRef Nandyala, C.S., Kim, H.K.: From cloud to fog and IoT-based real-time U-healthcare monitoring for smart homes and hospitals. Int. J. Smart Home 10(2), 187–196 (2016)CrossRef
13.
Zurück zum Zitat Stantchev, V., Barnawi, A., Ghulam, S., Schubert, J., Tamm, G.: Smart items, fog and cloud computing as enablers of servitization in healthcare. Sens. Transducers 185(2), 121–128 (2015) Stantchev, V., Barnawi, A., Ghulam, S., Schubert, J., Tamm, G.: Smart items, fog and cloud computing as enablers of servitization in healthcare. Sens. Transducers 185(2), 121–128 (2015)
14.
Zurück zum Zitat Elmisery, A.M., Rho, S., Botvich, D.: A fog based middleware for automated compliance with OECD privacy principles in internet of healthcare things. IEEE Access 4, 8418–8441 (2016)CrossRef Elmisery, A.M., Rho, S., Botvich, D.: A fog based middleware for automated compliance with OECD privacy principles in internet of healthcare things. IEEE Access 4, 8418–8441 (2016)CrossRef
15.
Zurück zum Zitat Mahmud, R., Koch, F.L., Buyya, R.: Cloud-fog interoperability in IoT-enabled healthcare solutions. In: ICDCN ‘18: Proceedings of the 19th International Conference on Distributed Computing and Networking, pp. 1–10 (2018) Mahmud, R., Koch, F.L., Buyya, R.: Cloud-fog interoperability in IoT-enabled healthcare solutions. In: ICDCN ‘18: Proceedings of the 19th International Conference on Distributed Computing and Networking, pp. 1–10 (2018)
16.
Zurück zum Zitat Kertesz, A., Pflanzner, T., Gyimothy, T.: A mobile IoT device simulator for IoT-fog-cloud systems. J. Grid Comput. 17(3), 529–551 (2018)CrossRef Kertesz, A., Pflanzner, T., Gyimothy, T.: A mobile IoT device simulator for IoT-fog-cloud systems. J. Grid Comput. 17(3), 529–551 (2018)CrossRef
17.
Zurück zum Zitat Kumar, Y., Yadav, G., Singh, P.K., Arora, P.: A PHR-based system for monitoring diabetes in mobile environment. In: Paiva, S. (ed.) Mobile Solutions and Their Usefulness in Everyday Life. EAI/Springer Innovations in Communication and Computing. Springer, Cham (2019) Kumar, Y., Yadav, G., Singh, P.K., Arora, P.: A PHR-based system for monitoring diabetes in mobile environment. In: Paiva, S. (ed.) Mobile Solutions and Their Usefulness in Everyday Life. EAI/Springer Innovations in Communication and Computing. Springer, Cham (2019)
18.
Zurück zum Zitat Al-Joboury, I.M., Al-Hemiary, E.H. F2CDM: Internet of things for healthcare network based fog-to-cloud and data-in-motion using MQTT protocol. In: Sabir, E., García Armada, A., Ghogho, M., Debbah, M. (eds.) Ubiquitous networking. UNet 2017. Lecture Notes in Computer Science, vol. 10542. Springer, Cham (2017) Al-Joboury, I.M., Al-Hemiary, E.H. F2CDM: Internet of things for healthcare network based fog-to-cloud and data-in-motion using MQTT protocol. In: Sabir, E., García Armada, A., Ghogho, M., Debbah, M. (eds.) Ubiquitous networking. UNet 2017. Lecture Notes in Computer Science, vol. 10542. Springer, Cham (2017)
Metadaten
Titel
Fog Computing Enabled Healthcare 4.0
verfasst von
Shaheen Parveen
Pawan Singh
Deepak Arora
Copyright-Jahr
2021
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-8297-4_42