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2018 | OriginalPaper | Chapter

IoT Data Storage in the Cloud: A Case Study in Human Biometeorology

Authors : Brunno Vanelli, A. R. Pinto, Madalena P. da Silva, M. A. R. Dantas, M. Fazio, A. Celesti, M. Villari

Published in: Cloud Infrastructures, Services, and IoT Systems for Smart Cities

Publisher: Springer International Publishing

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Abstract

The IoT (Internet of Things) has emerged to increase the potentiality of pervasive monitoring devices. However, the implementation and integration of IoT devices, data storage and the development of applications are still considered challenging. This paper presents an infrastructure for aggregating and storing data from different sources from IoT devices to the cloud. In order to evaluate the infrastructure regarding the quality in storage, it has been implemented and verified in an AAL (Ambient Assisted Living) case scenario, the main application being Human Biometeorology. The evaluation of metrics related to sending, receiving and storing data demonstrate that the experimental environment is completely reliable and appropriate for the case study in question.

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Literature
1.
go back to reference Botta, A., de Donato, W., Persico, V., Pescapé, A.: Integration of cloud computing and internet of things: a survey. Future 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. Future Gener. Comput. Syst. 56, 684–700 (2016)CrossRef
3.
go back to reference Quinn, A., Tamerius, J.D., Perzanowski, M., Jacobson, J.S., Goldstein, I., Acosta, L., Shaman, J.: Predicting indoor heat exposure risk during extreme heat events. Sci. Total Environ. 490, 686–693 (2014)CrossRef Quinn, A., Tamerius, J.D., Perzanowski, M., Jacobson, J.S., Goldstein, I., Acosta, L., Shaman, J.: Predicting indoor heat exposure risk during extreme heat events. Sci. Total Environ. 490, 686–693 (2014)CrossRef
4.
go back to reference Zhang, K., Li, Y., Schwartz, J.D., O’Neill, M.S.: What weather variables are important in predicting heat-related mortality? A new application of statistical learning methods. Environ. Res. 132, 350–359 (2014)CrossRef Zhang, K., Li, Y., Schwartz, J.D., O’Neill, M.S.: What weather variables are important in predicting heat-related mortality? A new application of statistical learning methods. Environ. Res. 132, 350–359 (2014)CrossRef
5.
go back to reference Ngo, N.S., Horton, R.M.: Climate change and fetal health: the impacts of exposure to extreme temperatures in New York City. Environ. Res. 144(Pt A), 158–164 (2016)CrossRef Ngo, N.S., Horton, R.M.: Climate change and fetal health: the impacts of exposure to extreme temperatures in New York City. Environ. Res. 144(Pt A), 158–164 (2016)CrossRef
6.
go back to reference Azevedo, J.V.V., Santos, A.C., Alves, T.L.B., Azevedo, P.V., Olinda, R.A.: Influência do Clima na Incidência de Infecção Respiratória Aguda em Crianças nos Municípios de Campina Grande e Monteiro, Paraíba, Brasil. Revista Brasileira de Meteorologia 30(4), 467–477 (2015) Azevedo, J.V.V., Santos, A.C., Alves, T.L.B., Azevedo, P.V., Olinda, R.A.: Influência do Clima na Incidência de Infecção Respiratória Aguda em Crianças nos Municípios de Campina Grande e Monteiro, Paraíba, Brasil. Revista Brasileira de Meteorologia 30(4), 467–477 (2015)
7.
go back to reference Yang, C.-T., Liao, C.-J., Liu, J.-C., Den, W., Chou, Y.-C., Tsai, J.-J.: Construction and application of an intelligent air quality monitoring system for healthcare environment. J. Med. Syst. 38(2), 15 (2014)CrossRef Yang, C.-T., Liao, C.-J., Liu, J.-C., Den, W., Chou, Y.-C., Tsai, J.-J.: Construction and application of an intelligent air quality monitoring system for healthcare environment. J. Med. Syst. 38(2), 15 (2014)CrossRef
8.
go back to reference Sun, F.M., Fang, Z., Zhao, Z., Xu, Z.H., Tan, J., Chen, D.L., Du, L.D., Qian, Y.M., Hui, H.Y., Tian, L.L.: A wireless ZigBee router with P-H-T sensing for health monitoring. In: IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013, art. no. 682338, pp. 1773–1778 (2013) Sun, F.M., Fang, Z., Zhao, Z., Xu, Z.H., Tan, J., Chen, D.L., Du, L.D., Qian, Y.M., Hui, H.Y., Tian, L.L.: A wireless ZigBee router with P-H-T sensing for health monitoring. In: IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013, art. no. 682338, pp. 1773–1778 (2013)
9.
go back to reference Nam, J.-W., Kim, H.-T., Min, B.-B., Kim, K.-H., Kim, G.-S., Kim, J.-C.: Ventilation control of subway station using USN environmental sensor monitoring system. In: International Conference on Control, Automation and Systems, art. 6106440, pp. 305–308 (2011) Nam, J.-W., Kim, H.-T., Min, B.-B., Kim, K.-H., Kim, G.-S., Kim, J.-C.: Ventilation control of subway station using USN environmental sensor monitoring system. In: International Conference on Control, Automation and Systems, art. 6106440, pp. 305–308 (2011)
10.
go back to reference Fazio, M., Celesti, A., Puliafito, A., Villari, M.: Big data storage in the cloud for smart environment monitoring. Procedia Comput. Sci. 52(2015), 500–506 (2015)CrossRef Fazio, M., Celesti, A., Puliafito, A., Villari, M.: Big data storage in the cloud for smart environment monitoring. Procedia Comput. Sci. 52(2015), 500–506 (2015)CrossRef
11.
go back to reference Jayakumar, D., Omana, J., Sivakumar, M., Senthil, B.: A safe guard system for mine workers using wireless sensor networks. Int. J. Appl. Eng. Res. 10(8), 21429–21441 (2015) Jayakumar, D., Omana, J., Sivakumar, M., Senthil, B.: A safe guard system for mine workers using wireless sensor networks. Int. J. Appl. Eng. Res. 10(8), 21429–21441 (2015)
12.
go back to reference Sung, W.-T., Chen, J.-H., Wang, H.-C.: Wisdom health care environment systems for monitoring and automated control via RBF function. Appl. Mech. Mater. 157–158, 315–318 (2012)CrossRef Sung, W.-T., Chen, J.-H., Wang, H.-C.: Wisdom health care environment systems for monitoring and automated control via RBF function. Appl. Mech. Mater. 157–158, 315–318 (2012)CrossRef
13.
go back to reference Li, H., Zhao, L., Ling, P.: Wireless control of residential HVAC systems for energy efficient and comfortable homes. ASHRAE Trans. 116(PART 2), 355–367 (2010) Li, H., Zhao, L., Ling, P.: Wireless control of residential HVAC systems for energy efficient and comfortable homes. ASHRAE Trans. 116(PART 2), 355–367 (2010)
14.
go back to reference Fazio, M., Celesti, A., Villari, M., Puliafito, A.: The need of a hybrid storage approach for IoT in PaaS cloud federation. In: 28th International Conference on Advanced Information Networking and Applications Workshops, pp. 779–784 (2014) Fazio, M., Celesti, A., Villari, M., Puliafito, A.: The need of a hybrid storage approach for IoT in PaaS cloud federation. In: 28th International Conference on Advanced Information Networking and Applications Workshops, pp. 779–784 (2014)
15.
go back to reference Behera, R.K., Gupta, S., Gautam, A.: Big-data empowered cloud centric internet of things. In: International Conference on Man and Machine Interfacing, pp. 1–5 (2015) Behera, R.K., Gupta, S., Gautam, A.: Big-data empowered cloud centric internet of things. In: International Conference on Man and Machine Interfacing, pp. 1–5 (2015)
16.
go back to reference Yan, Z.: The application of mobile cloud in heterogeneous data storage in web of things system. In: 7th International Conference on Intelligent Computation Technology and Automation, pp. 773–776 (2014) Yan, Z.: The application of mobile cloud in heterogeneous data storage in web of things system. In: 7th International Conference on Intelligent Computation Technology and Automation, pp. 773–776 (2014)
17.
go back to reference Kang, J., Yin, S., Meng, W.: An Intelligent storage management system based on cloud computing and internet of things. In: Patnaik, S., Li, X. (eds.) Proceedings of International Conference on Computer Science and Information Technology. AISC, vol. 255, pp. 499–505. Springer, New Delhi (2014). doi:10.1007/978-81-322-1759-6_57 CrossRef Kang, J., Yin, S., Meng, W.: An Intelligent storage management system based on cloud computing and internet of things. In: Patnaik, S., Li, X. (eds.) Proceedings of International Conference on Computer Science and Information Technology. AISC, vol. 255, pp. 499–505. Springer, New Delhi (2014). doi:10.​1007/​978-81-322-1759-6_​57 CrossRef
Metadata
Title
IoT Data Storage in the Cloud: A Case Study in Human Biometeorology
Authors
Brunno Vanelli
A. R. Pinto
Madalena P. da Silva
M. A. R. Dantas
M. Fazio
A. Celesti
M. Villari
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-67636-4_26

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