Skip to main content
Top

2024 | OriginalPaper | Chapter

Role of Dew Computing in Smart Healthcare Applications

Authors : Kishore Medhi, Md. Iftekhar Hussain

Published in: Dew Computing

Publisher: Springer Nature Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The Internet of Things can provide promising solutions for quick, reliable, and smart healthcare services to patients and health workers. Such smart healthcare devices generate a large chunk of data continuously at a very rapid rate. These healthcare data are required to be processed and action needs to be taken to save lives in real time. However, the traditional IoT-based healthcare architectures use the remote cloud as the processing and analysing unit which increases the response time and decreases the reliability of the service. To address this problem, researchers have provided several solutions such as Edge, Fog, and Dew computing to improve the reliability and service time. Dew computing enables the IoT architectures to provide important services even in offline conditions with ultra-low latency. In this paper, a detailed analysis of Dew computing, its use-cases in healthcare, its advantages and limitations, and different service architectures are presented in detail. A comparison with other IoT computing architectures is also discussed with different parameters. The survey also presents the state-of-the-art in this domain indicating various research issues in dew computing while used in healthcare applications. Finally, different future research directions are also pointed out.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
1.
go back to reference Atzori, L., Iera, A., Morabito, G.: The internet of things: a survey. Comput. Netw. 54(15), 2787–2805 (2010)CrossRefMATH Atzori, L., Iera, A., Morabito, G.: The internet of things: a survey. Comput. Netw. 54(15), 2787–2805 (2010)CrossRefMATH
2.
go back to reference Rezaeipanah, A., Nazari, H., Ahmadi, G.: A hybrid approach for prolonging lifetime of wireless sensor networks using genetic algorithm and online clustering. J. Comput. Sci. Eng. 13(4), 163–174 (2019)CrossRef Rezaeipanah, A., Nazari, H., Ahmadi, G.: A hybrid approach for prolonging lifetime of wireless sensor networks using genetic algorithm and online clustering. J. Comput. Sci. Eng. 13(4), 163–174 (2019)CrossRef
3.
go back to reference Alaa, M., Zaidan, A.A., Zaidan, B.B., Talal, M., Kiah, M.L.M.: A review of smart home applications based on internet of things. J. Netw. Comput. Appl. 97, 48–65 (2017) Alaa, M., Zaidan, A.A., Zaidan, B.B., Talal, M., Kiah, M.L.M.: A review of smart home applications based on internet of things. J. Netw. Comput. Appl. 97, 48–65 (2017)
4.
go back to reference Sobin, C.C.: A survey on architecture, protocols and challenges in IoT. Wirel. Pers. Commun. 112(3), 1383–1429 (2020)CrossRef Sobin, C.C.: A survey on architecture, protocols and challenges in IoT. Wirel. Pers. Commun. 112(3), 1383–1429 (2020)CrossRef
5.
go back to reference Ray, P.P.: An introduction to dew computing: definition, concept and implications. IEEE Access 6, 723–737 (2017)CrossRef Ray, P.P.: An introduction to dew computing: definition, concept and implications. IEEE Access 6, 723–737 (2017)CrossRef
6.
go back to reference Ray, P.P., Dash, D., De, D.: Edge computing for internet of things: a survey, e-healthcare case study and future direction. J. Netw. Comput. Appl. 140, 1–22 (2019)CrossRef Ray, P.P., Dash, D., De, D.: Edge computing for internet of things: a survey, e-healthcare case study and future direction. J. Netw. Comput. Appl. 140, 1–22 (2019)CrossRef
7.
go back to reference Ahmed, E., Ahmed, A., Yaqoob, I., Shuja, J., Gani, A., Imran, M., Shoaib, M.: Bringing computation closer toward the user network: is edge computing the solution? IEEE Commun. Mag. 55(11), 138–144 (2017)CrossRef Ahmed, E., Ahmed, A., Yaqoob, I., Shuja, J., Gani, A., Imran, M., Shoaib, M.: Bringing computation closer toward the user network: is edge computing the solution? IEEE Commun. Mag. 55(11), 138–144 (2017)CrossRef
8.
go back to reference Xiong, Y., Sun, Y., Xing, L., Huang, Y.: Extend cloud to edge with KubeEdge. In: ACM/IEEE Symposium on Edge Computing (SEC), pp. 373–377 (2018) Xiong, Y., Sun, Y., Xing, L., Huang, Y.: Extend cloud to edge with KubeEdge. In: ACM/IEEE Symposium on Edge Computing (SEC), pp. 373–377 (2018)
9.
go back to reference Ali, O., Ishak, M.K.: Bringing intelligence to iot edge: machine learning based smart city image classification using microsoft Azure IoT and custom vision. J. Phys.: Conf. Ser. 1529, 042–076 (2020) Ali, O., Ishak, M.K.: Bringing intelligence to iot edge: machine learning based smart city image classification using microsoft Azure IoT and custom vision. J. Phys.: Conf. Ser. 1529, 042–076 (2020)
10.
go back to reference Ray, P.P., Dash, D., De, D.: Internet of things-based real-time model study on e-healthcare: device, message service and dew computing. Comput. Netw. 149, 226–239 (2019)CrossRef Ray, P.P., Dash, D., De, D.: Internet of things-based real-time model study on e-healthcare: device, message service and dew computing. Comput. Netw. 149, 226–239 (2019)CrossRef
11.
go back to reference Botta, A., De Donato, W., Persico, V., Pescapé, A.: Integration of cloud computing and internet of things: a survey. Fut. Gener. Comput. Syst. 56, 684–700 (2016)CrossRef Botta, A., De Donato, W., Persico, V., Pescapé, A.: Integration of cloud computing and internet of things: a survey. Fut. Gener. Comput. Syst. 56, 684–700 (2016)CrossRef
12.
go back to reference Saini, K., Raj, P.: Chapter eight-edge platforms, frameworks and applications. Adv. Comput. 127, 237–258 (2022)CrossRef Saini, K., Raj, P.: Chapter eight-edge platforms, frameworks and applications. Adv. Comput. 127, 237–258 (2022)CrossRef
13.
go back to reference Medhi, K., Ahmed, N., Hussain, M.I.: Dew-based offline computing architecture for healthcare IoT. ICT Express 8(3), 371–378 (2022)CrossRef Medhi, K., Ahmed, N., Hussain, M.I.: Dew-based offline computing architecture for healthcare IoT. ICT Express 8(3), 371–378 (2022)CrossRef
14.
go back to reference Manocha, A., Bhatia, M., Kumar, G.: Dew computing-inspired health-meteorological factor analysis for early prediction of bronchial asthma. J. Netw. Comput. Appl. 179, 102995 (2021) Manocha, A., Bhatia, M., Kumar, G.: Dew computing-inspired health-meteorological factor analysis for early prediction of bronchial asthma. J. Netw. Comput. Appl. 179, 102995 (2021)
15.
go back to reference Karmakar, A., Banerjee, P.S., De, D.,Bandyopadhyay, S., Ghosh, P.: Medgini: Gini index based sustainable health monitoring system using dew computing. Med. Novel Technol. Dev. 100145 (2022) Karmakar, A., Banerjee, P.S., De, D.,Bandyopadhyay, S., Ghosh, P.: Medgini: Gini index based sustainable health monitoring system using dew computing. Med. Novel Technol. Dev. 100145 (2022)
16.
go back to reference Poonia, A., Ghosh, S., Ghosh, A., Nath, S.B., Ghosh, S.K., Buyya, R.: Confront: Cloud-fog-dew based monitoring framework for covid-19 management. Internet Things 16, 100459 (2021) Poonia, A., Ghosh, S., Ghosh, A., Nath, S.B., Ghosh, S.K., Buyya, R.: Confront: Cloud-fog-dew based monitoring framework for covid-19 management. Internet Things 16, 100459 (2021)
17.
go back to reference Gusev, M.: AI cardiologist at the edge: a use case of a dew computing heart monitoring solution. In: Artificial Intelligence and Machine Learning for EDGE Computing, pp. 469–477 (2022) Gusev, M.: AI cardiologist at the edge: a use case of a dew computing heart monitoring solution. In: Artificial Intelligence and Machine Learning for EDGE Computing, pp. 469–477 (2022)
18.
go back to reference Singh, P., Gaba, G.S., Kaur, A., Hedabou, M., Gurtov, A.: Dew-cloud-based hierarchical federated learning for intrusion detection in IOMT. IEEE J. Biomed. Health Inform. (2022) Singh, P., Gaba, G.S., Kaur, A., Hedabou, M., Gurtov, A.: Dew-cloud-based hierarchical federated learning for intrusion detection in IOMT. IEEE J. Biomed. Health Inform. (2022)
19.
go back to reference Afaq, Y., Manocha, A.: Dew computing-assisted cognitive intelligence-inspired smart environment for diarrhea prediction. Computing 104(11), 2511–2540 (2022)CrossRef Afaq, Y., Manocha, A.: Dew computing-assisted cognitive intelligence-inspired smart environment for diarrhea prediction. Computing 104(11), 2511–2540 (2022)CrossRef
20.
go back to reference Ray, P.P., Dash, D., De, D.: Real-time event-driven sensor data analytics at the edge-internet of things for smart personal healthcare. J. Supercomput. 76(9), 6648–6668 (2020)CrossRef Ray, P.P., Dash, D., De, D.: Real-time event-driven sensor data analytics at the edge-internet of things for smart personal healthcare. J. Supercomput. 76(9), 6648–6668 (2020)CrossRef
Metadata
Title
Role of Dew Computing in Smart Healthcare Applications
Authors
Kishore Medhi
Md. Iftekhar Hussain
Copyright Year
2024
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-99-4590-0_11