Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
Skip to main content

SPaMeR: Securing Patient Medical Records in the Cloud - A Microservice and Brokerless Architecture Approach

  • Conference paper
  • First Online:
Web Services – ICWS 2023 (ICWS 2023)

Abstract

The expansion of Internet of Things (IoT) technologies has revolutionized various sectors, one of the most critical being healthcare. The effective management of Patient Medical Records (PMRs) is an area where IoT plays a significant role, and its integration with Cloud Computing offers an enormous opportunity to enhance data accessibility, efficiency, and cost-effectiveness. However, the challenge of securing PMRs in the cloud remains a key concern. This paper introduces SPaMeR, an innovative IoT platform based on microservice and brokerless architecture, tailored to address this challenge and the specific requirements of healthcare environments. SPaMeR platform incorporates and extends the core functionalities of the IoT platform designed in our previous work - data collection, device and user management, and remote device control - while specifically addressing six critical issues for healthcare data: a) secure and reliable transmission of medical data, b) energy efficiency for healthcare devices, c) high-speed and accurate data collection from medical devices, d) robust security mechanisms to protect sensitive patient information, e) scalability to accommodate the ever-growing number of patients and medical devices, and f) compliance with healthcare data regulations and standards. To demonstrate the effectiveness and feasibility of SPaMeR, we provide a comprehensive evaluation with two distinct healthcare scenarios. Our results indicate significant improvements in the areas of data security, energy efficiency, and system scalability compared to traditional healthcare platforms.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

Notes

  1. 1.

    https://github.com/thanhlam2110/iot-platform-collect-data-service.

  2. 2.

    https://github.com/thanhlam2110/mqtt-streaming.

  3. 3.

    http://docs.oasis-open.org/mqtt/mqtt/v3.1.1/os/mqtt-v3.1.1-os.html.

References

  1. Ali, M., Ali, S., Jilani, A.: Architecture for microservice based system. A report (2020)

    Google Scholar 

  2. Anthraper, J.J., Kotak, J.: Security, privacy and forensic concern of MQTT protocol. In: Proceedings of International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM). Amity University Rajasthan, Jaipur (2019)

    Google Scholar 

  3. Bansal, M., et al.: Application layer protocols for internet of healthcare things (IoHT). In: 2020 Fourth International Conference on Inventive Systems and Control (ICISC), pp. 369–376. IEEE (2020)

    Google Scholar 

  4. Bixio, L., Delzanno, G., Rebora, S., Rulli, M.: A flexible IoT stream processing architecture based on microservices. Information 11(12), 565 (2020)

    Article  Google Scholar 

  5. Chou, T.: Precision-Principles, Practices and Solutions for the Internet of Things. McGraw-Hill Education, New York (2017)

    Google Scholar 

  6. Duong-Trung, N., et al.: On components of a patient-centered healthcare system using smart contract. In: Proceedings of the 2020 4th International Conference on Cryptography, Security and Privacy, pp. 31–35 (2020)

    Google Scholar 

  7. Duong-Trung, N., et al.: Smart care: integrating blockchain technology into the design of patient-centered healthcare systems. In: Proceedings of the 2020 4th International Conference on Cryptography, Security and Privacy, pp. 105–109 (2020)

    Google Scholar 

  8. Fremantle, P., Aziz, B., Kopeckỳ, J., Scott, P.: Federated identity and access management for the internet of things. In: 2014 International Workshop on Secure Internet of Things, pp. 10–17. IEEE (2014)

    Google Scholar 

  9. Fuentes Carranza, J.C., Fong, P.W.: Brokering policies and execution monitors for IoT middleware. In: Proceedings of the 24th ACM Symposium on Access Control Models and Technologies, pp. 49–60 (2019)

    Google Scholar 

  10. Ha, X.S., Le, H.T., Metoui, N., Duong-Trung, N.: DeM-CoD: novel access-control-based cash on delivery mechanism for decentralized marketplace. In: 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), pp. 71–78. IEEE (2020)

    Google Scholar 

  11. Ha, X.S., Le, T.H., Phan, T.T., Nguyen, H.H.D., Vo, H.K., Duong-Trung, N.: Scrutinizing trust and transparency in cash on delivery systems. In: Wang, G., Chen, B., Li, W., Di Pietro, R., Yan, X., Han, H. (eds.) SpaCCS 2020. LNCS, vol. 12382, pp. 214–227. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-68851-6_15

    Chapter  Google Scholar 

  12. Hoang, N.M., Son, H.X.: A dynamic solution for fine-grained policy conflict resolution. In: Proceedings of the 3rd International Conference on Cryptography, Security and Privacy, pp. 116–120 (2019)

    Google Scholar 

  13. Hwang, H.C., Park, J., Shon, J.G.: Design and implementation of a reliable message transmission system based on MQTT protocol in IoT. Wireless Pers. Commun. 91(4), 1765–1777 (2016)

    Article  Google Scholar 

  14. Jaikar, S.P., Iyer, K.R.: A survey of messaging protocols for IoT systems. Int. J. Adv. Manage. Technol. Eng. Sci. 8(II), 510–514 (2018)

    Google Scholar 

  15. Karagiannis, V., Chatzimisios, P., Vazquez-Gallego, F., Alonso-Zarate, J.: A survey on application layer protocols for the internet of things. Trans. IoT Cloud Comput. 3(1), 11–17 (2015)

    Google Scholar 

  16. Kawaguchi, R., Bandai, M.: Edge based mqtt broker architecture for geographical IoT applications. In: 2020 International Conference on Information Networking (ICOIN), pp. 232–235. IEEE (2020)

    Google Scholar 

  17. Le, H.T., et al.: Introducing multi shippers mechanism for decentralized cash on delivery system. Int. J. Adv. Comput. Sci. Appl. 10(6) (2019)

    Google Scholar 

  18. Le, N.T.T., et al.: Assuring non-fraudulent transactions in cash on delivery by introducing double smart contracts. Int. J. Adv. Comput. Sci. Appl. 10(5), 677–684 (2019)

    Google Scholar 

  19. Lee, S., Kim, H., Hong, D.K., Ju, H.: Correlation analysis of MQTT loss and delay according to QoS level. In: The International Conference on Information Networking 2013 (ICOIN), pp. 714–717. IEEE (2013)

    Google Scholar 

  20. Lv, P., Wang, L., Zhu, H., Deng, W., Gu, L.: An IoT-oriented privacy-preserving publish/subscribe model over blockchains. IEEE Access 7, 41309–41314 (2019)

    Article  Google Scholar 

  21. Pranata, A.A., et al.: Towards an IoT-based water quality monitoring system with brokerless pub/sub architecture. In: 2017 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN), pp. 1–6. IEEE (2017)

    Google Scholar 

  22. Son, H.X., Dang, T.K., Massacci, F.: REW-SMT: a new approach for rewriting XACML request with dynamic big data security policies. In: Wang, G., Atiquzzaman, M., Yan, Z., Choo, K.-K.R. (eds.) SpaCCS 2017. LNCS, vol. 10656, pp. 501–515. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-72389-1_40

    Chapter  Google Scholar 

  23. Son, H.X., Hoang, N.M.: A novel attribute-based access control system for fine-grained privacy protection. In: Proceedings of the 3rd International Conference on Cryptography, Security and Privacy, pp. 76–80 (2019)

    Google Scholar 

  24. Son, H.X., et al.: Towards a mechanism for protecting seller’s interest of cash on delivery by using smart contract in hyperledger. Int. J. Adv. Comput. Sci. Appl. 10(4) (2019)

    Google Scholar 

  25. Son, H.X., Nguyen, M.H., Vo, H.K., Nguyen, T.P.: Toward an privacy protection based on access control model in hybrid cloud for healthcare systems. In: Martínez Álvarez, F., Troncoso Lora, A., Sáez Muñoz, J.A., Quintián, H., Corchado, E. (eds.) CISIS/ICEUTE -2019. AISC, vol. 951, pp. 77–86. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-20005-3_8

    Chapter  Google Scholar 

  26. Thanh, L.N.T., et al.: IoHT-MBA: an internet of healthcare things (IoHT) platform based on microservice and brokerless architecture. Int. J. Adv. Comput. Sci. Appl. 12(7) (2021)

    Google Scholar 

  27. Thanh, L.N.T., et al.: Sip-MBA: a secure IoT platform with brokerless and micro-service architecture. Int. J. Adv. Comput. Sci. Appl. 12(7) (2021)

    Google Scholar 

  28. Thi, Q.N.T., Dang, T.K., Van, H.L., Son, H.X.: Using JSON to specify privacy preserving-enabled attribute-based access control policies. In: Wang, G., Atiquzzaman, M., Yan, Z., Choo, K.-K.R. (eds.) SpaCCS 2017. LNCS, vol. 10656, pp. 561–570. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-72389-1_44

    Chapter  Google Scholar 

  29. Trilles, S., González-Pérez, A., Huerta, J.: An IoT platform based on microservices and serverless paradigms for smart farming purposes. Sensors 20(8), 2418 (2020)

    Article  Google Scholar 

  30. Verma, S., Rastogi, M.A.: IoT application layer protocols: a survey. J. Xi’an Univ. Archit. Technol. VII 57 (2020)

    Google Scholar 

  31. Xuan, S.H., et al.: Rew-XAC: an approach to rewriting request for elastic ABAC enforcement with dynamic policies. In: 2016 International Conference on Advanced Computing and Applications (ACOMP), pp. 25–31. IEEE (2016)

    Google Scholar 

Download references

Acknowledgement

We would like to extend our deepest gratitude to Engineer Le Thanh Tuan and Mr. Lam Nguyen Tran Thanh for their invaluable contribution and insight throughout the conceptualization, execution, and assessment of this project.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to T. B. Nam or H. H. Luong .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Nam, T.B. et al. (2023). SPaMeR: Securing Patient Medical Records in the Cloud - A Microservice and Brokerless Architecture Approach. In: Zhang, Y., Zhang, LJ. (eds) Web Services – ICWS 2023. ICWS 2023. Lecture Notes in Computer Science, vol 14209. Springer, Cham. https://doi.org/10.1007/978-3-031-44836-2_3

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-44836-2_3

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-44835-5

  • Online ISBN: 978-3-031-44836-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics