Abordagem para Controle de Acesso em IoT baseado em Edge Computing com foco em Confiabilidade
Resumo
A Internet das Coisas permite a integração entre diversos dispositivos e serviços computacionais presentes na Internet. Em aplicações críticas, como e-health ou edifícios inteligentes, existem requisitos específicos que devem ser considerados, como confiabilidade e privacidade no acesso às informações, dadas as restrições computacionais inerentes aos dispositivos de borda. Neste artigo, propomos uma abordagem que busca melhorar a confiabilidade em ambientes IoT, por meio do uso de técnicas de controle de acesso utilizando uma arquitetura descentralizada baseada em edge computing. Assim, o objetivo é regionalizar e otimizar a troca de dados usando uma linguagem de consulta baseada em GraphQL para reduzir a busca excessiva de dados. Apresentamos uma análise de desempenho na qual comparamos a latência e a taxa de erros em solicitações de operações em ambientes cloud e edge computing.
Referências
Alkhresheh, A., Elgazzar, K., and Hassanein, H. S. (2018). Context-aware automatic access policy specification for iot environments. In 2018 14th International Wireless Communications & Mobile Computing Conference (IWCMC), pages 793-799. IEEE.
Alwarafy, A., Al-Thelaya, K. A., Abdallah, M., Schneider, J., and Hamdi, M. (2020). A survey on security and privacy issues in edge computing-assisted internet of things. IEEE Internet of Things Journal.
Avizienis, A., Laprie, J.-C., Randell, B., and Landwehr, C. (2004). Basic concepts and taxonomy of dependable and secure computing. IEEE transactions on dependable and secure computing, 1(1):11-33.
Bandara, S., Yashiro, T., Koshizuka, N., and Sakamura, K. (2016). Access control framework for api-enabled devices in smart buildings. In 2016 22nd Asia-Pacific Conference on Communications (APCC), pages 210-217. IEEE.
Bate, K. O., Kumar, N., and Khatri, S. K. (2017). Framework for authentication and access control in iot. In 2017 2nd International Conference on Telecommunication and Networks (TEL-NET), pages 1-6. IEEE.
Biswas, A. R. and Giaffreda, R. (2014). Iot and cloud convergence: Opportunities and challenges. In 2014 IEEE World Forum on Internet of Things (WF-IoT), pages 375-376. IEEE.
Bukh, P. N. D. (1992). The art of computer systems performance analysis, techniques for experimental design, measurement, simulation and modeling.
Hernández-Ramos, J. L., Moreno, M. V., Bernabé, J. B., Carrillo, D. G., and Skarmeta, A. F. (2015). Safir: Secure access framework for iot-enabled services on smart buildings. Journal of Computer and System Sciences, 81(8):1452-1463.
Hu, V. C., Ferraiolo, D., Kuhn, R., Friedman, A. R., Lang, A. J., Cogdell, M. M., Schnitzer, A., Sandlin, K., Miller, R., Scarfone, K., et al. (2013). Guide to attribute based access control (abac) definition and considerations (draft). NIST special publication, 800(162).
IoT Analytics Research (2018). tate of the iot 2018: Number of iot devices now at 7b -market accelerating. Disponível em: [link]. Acesso em: 04 Março 2021.
Kawaguchi, R. and Bandai, M. (2020). Edge based mqtt broker architecture for geographical iot applications. In 2020 International Conference on Information Networking (ICOIN), pages 232-235. IEEE.
Kempf, J., Arkko, J., Beheshti, N., and Yedavalli, K. (2011). Thoughts on reliability in the internet of things. In Interconnecting smart objects with the Internet workshop, volume 1, pages 1-4.
Kumar, G. R., Kishore, D., Kumar, G. V. M. G., Avila, J., Thenmozhi, K., Amirtharaja, R., and Praveenkumar, P. (2021). Waste contamination in water-a real-time water quality monitoring system using iot. In 2021 International Conference on Computer Communication and Informatics (ICCCI), pages 1-4. IEEE.
Liu, Y., Peng, M., Shou, G., Chen, Y., and Chen, S. (2020). Toward edge intelligence: Multiaccess edge computing for 5g and internet of things. IEEE Internet of Things Journal, 7(8):6722-6747.
Maita, S. L. S. (2020). New Models of Reliability in the New Generation of Internet of Things. PhD thesis, 00500:: Universidade de Coimbra.
Pal, S., Hitchens, M., Varadharajan, V., and Rabehaja, T. (2017). On design of a finegrained access control architecture for securing iot-enabled smart healthcare systems. In Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, pages 432-441.
Pokorni, S. J. (2019). Reliability and availability of the internet of things. Vojnotehnicki glasnik, 67(3):588-600.
Prasad, S. S., Kumar, C., et al. (2013). A green and reliable internet of things. Communications and Network, 5(1):44-48.
Ravidas, S., Lekidis, A., Paci, F., and Zannone, N. (2019). Access control in internet-of-things: A survey. Journal of Network and Computer Applications, 144:79-101.
Sowjanya, G. and Nagaraju, S. (2016). Design and implementation of door access control and security system based on iot. In 2016 International Conference on Inventive Computation Technologies (ICICT), volume 2, pages 1-4. IEEE.
Thiam, F., Mbaye, M., and Wyglinski, A. M. (2021). Generic reliability analysis model of iot: Agriculture use case. In 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), pages 1-5. IEEE.
Thomas, M. O. and Rad, B. B. (2017). Reliability evaluation metrics for internet of things, car tracking system: a review. Int. J. Inf. Technol. Comput. Sci.(IJITCS), 9(2):1-10.
Wang, P., Yue, Y., Sun, W., and Liu, J. (2019). An attribute-based distributed access control for blockchain-enabled iot. In 2019 International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), pages 1-6. IEEE.
Wu, M., Lu, T.-J., Ling, F.-Y., Sun, J., and Du, H.-Y. (2010). Research on the architecture of internet of things. In 2010 3rd international conference on advanced computer theory and engineering (ICACTE), volume 5, pages V5-484. IEEE.
Xing, L. (2020). Reliability in internet of things: Current status and future perspectives. IEEE Internet of Things Journal, 7(8):6704-6721.
Xue, H., Huang, B., Qin, M., Zhou, H., and Yang, H. (2020). Edge computing for internet of things: A survey. In 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), pages 755-760. IEEE.
Zhong, C.-L., Zhu, Z., and Huang, R.-G. (2015). Study on the iot architecture and gateway technology. In 2015 14th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES), pages 196-199. IEEE.
Alwarafy, A., Al-Thelaya, K. A., Abdallah, M., Schneider, J., and Hamdi, M. (2020). A survey on security and privacy issues in edge computing-assisted internet of things. IEEE Internet of Things Journal.
Avizienis, A., Laprie, J.-C., Randell, B., and Landwehr, C. (2004). Basic concepts and taxonomy of dependable and secure computing. IEEE transactions on dependable and secure computing, 1(1):11-33.
Bandara, S., Yashiro, T., Koshizuka, N., and Sakamura, K. (2016). Access control framework for api-enabled devices in smart buildings. In 2016 22nd Asia-Pacific Conference on Communications (APCC), pages 210-217. IEEE.
Bate, K. O., Kumar, N., and Khatri, S. K. (2017). Framework for authentication and access control in iot. In 2017 2nd International Conference on Telecommunication and Networks (TEL-NET), pages 1-6. IEEE.
Biswas, A. R. and Giaffreda, R. (2014). Iot and cloud convergence: Opportunities and challenges. In 2014 IEEE World Forum on Internet of Things (WF-IoT), pages 375-376. IEEE.
Bukh, P. N. D. (1992). The art of computer systems performance analysis, techniques for experimental design, measurement, simulation and modeling.
Hernández-Ramos, J. L., Moreno, M. V., Bernabé, J. B., Carrillo, D. G., and Skarmeta, A. F. (2015). Safir: Secure access framework for iot-enabled services on smart buildings. Journal of Computer and System Sciences, 81(8):1452-1463.
Hu, V. C., Ferraiolo, D., Kuhn, R., Friedman, A. R., Lang, A. J., Cogdell, M. M., Schnitzer, A., Sandlin, K., Miller, R., Scarfone, K., et al. (2013). Guide to attribute based access control (abac) definition and considerations (draft). NIST special publication, 800(162).
IoT Analytics Research (2018). tate of the iot 2018: Number of iot devices now at 7b -market accelerating. Disponível em: [link]. Acesso em: 04 Março 2021.
Kawaguchi, R. and Bandai, M. (2020). Edge based mqtt broker architecture for geographical iot applications. In 2020 International Conference on Information Networking (ICOIN), pages 232-235. IEEE.
Kempf, J., Arkko, J., Beheshti, N., and Yedavalli, K. (2011). Thoughts on reliability in the internet of things. In Interconnecting smart objects with the Internet workshop, volume 1, pages 1-4.
Kumar, G. R., Kishore, D., Kumar, G. V. M. G., Avila, J., Thenmozhi, K., Amirtharaja, R., and Praveenkumar, P. (2021). Waste contamination in water-a real-time water quality monitoring system using iot. In 2021 International Conference on Computer Communication and Informatics (ICCCI), pages 1-4. IEEE.
Liu, Y., Peng, M., Shou, G., Chen, Y., and Chen, S. (2020). Toward edge intelligence: Multiaccess edge computing for 5g and internet of things. IEEE Internet of Things Journal, 7(8):6722-6747.
Maita, S. L. S. (2020). New Models of Reliability in the New Generation of Internet of Things. PhD thesis, 00500:: Universidade de Coimbra.
Pal, S., Hitchens, M., Varadharajan, V., and Rabehaja, T. (2017). On design of a finegrained access control architecture for securing iot-enabled smart healthcare systems. In Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, pages 432-441.
Pokorni, S. J. (2019). Reliability and availability of the internet of things. Vojnotehnicki glasnik, 67(3):588-600.
Prasad, S. S., Kumar, C., et al. (2013). A green and reliable internet of things. Communications and Network, 5(1):44-48.
Ravidas, S., Lekidis, A., Paci, F., and Zannone, N. (2019). Access control in internet-of-things: A survey. Journal of Network and Computer Applications, 144:79-101.
Sowjanya, G. and Nagaraju, S. (2016). Design and implementation of door access control and security system based on iot. In 2016 International Conference on Inventive Computation Technologies (ICICT), volume 2, pages 1-4. IEEE.
Thiam, F., Mbaye, M., and Wyglinski, A. M. (2021). Generic reliability analysis model of iot: Agriculture use case. In 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), pages 1-5. IEEE.
Thomas, M. O. and Rad, B. B. (2017). Reliability evaluation metrics for internet of things, car tracking system: a review. Int. J. Inf. Technol. Comput. Sci.(IJITCS), 9(2):1-10.
Wang, P., Yue, Y., Sun, W., and Liu, J. (2019). An attribute-based distributed access control for blockchain-enabled iot. In 2019 International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), pages 1-6. IEEE.
Wu, M., Lu, T.-J., Ling, F.-Y., Sun, J., and Du, H.-Y. (2010). Research on the architecture of internet of things. In 2010 3rd international conference on advanced computer theory and engineering (ICACTE), volume 5, pages V5-484. IEEE.
Xing, L. (2020). Reliability in internet of things: Current status and future perspectives. IEEE Internet of Things Journal, 7(8):6704-6721.
Xue, H., Huang, B., Qin, M., Zhou, H., and Yang, H. (2020). Edge computing for internet of things: A survey. In 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), pages 755-760. IEEE.
Zhong, C.-L., Zhu, Z., and Huang, R.-G. (2015). Study on the iot architecture and gateway technology. In 2015 14th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES), pages 196-199. IEEE.
Publicado
23/05/2022
Como Citar
CESAR, Rogerio Lopes. V.; ALMEIDA, Antonio J. da S.; MAIA, Márcio E. F..
Abordagem para Controle de Acesso em IoT baseado em Edge Computing com foco em Confiabilidade. In: WORKSHOP DE COMPUTAÇÃO URBANA (COURB), 6. , 2022, Fortaleza.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2022
.
p. 154-167.
ISSN 2595-2706.
DOI: https://doi.org/10.5753/courb.2022.223505.
