MSOFEC: Orquestração Multicamada Névoa-Nuvem para Colocação de Serviços em Internet das Coisas Industrial
Resumo
Com o surgimento da Quarta Revolução Industrial, diversas fábricas passaram a adotar um modelo de produção que, além de automatizado, opera com a coleta e análise dos dados por meio de diversos sensores e aplicações a fim de melhorar a eficiência e produtividade. Com isso, a quantidade de dados coletados e transmitidos aumentou consideravelmente. Nesse contexto, este trabalho propõe um mecanismo de orquestração de serviços e dados baseado na análise periódica das métricas de rede e recursos de processamento de modo que a aplicação obtenha níveis maiores de desempenho e confiabilidade na criação da infraestrutura e no direcionamento dos dados em um cenário multicamada névoa-nuvem. Os resultados iniciais demonstraram ser possível diminuir a latência e melhorar a utilização de recursos de processamento, mantendo-se bons níveis de disponibilidade e confiabilidade para a aplicação.Referências
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Do Espírito Santo, W., De Souza Matos, R., De Ribamar Lima Ribeiro, A., Silva, D. S., and Santos, R. (2019). Systematic Mapping on Orchestration of Container-based Applications in Fog Computing. In 15th International Conference on Network and Service Management, CNSM 2019. Institute of Electrical and Electronics Engineers Inc.
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Fayos-Jordan, R., Felici-Castell, S., Segura-Garcia, J., Lopez-Ballester, J., and Cobos, M. (2020). Performance comparison of container orchestration platforms with low cost devices in the fog, assisting Internet of Things applications. Journal of Network and Computer Applications, 169:102788.
Hoque, S., Brito, M. S. D., Willner, A., Keil, O., and Magedanz, T. (2017). Towards In Proceedings InterContainer Orchestration in Fog Computing Infrastructures. national Computer Software and Applications Conference, volume 2, pages 294–299. IEEE Computer Society.
Khan, W. Z., Rehman, M. H., Zangoti, H. M., Afzal, M. K., Armi, N., and Salah, K. (2020). Industrial internet of things: Recent advances, enabling technologies and open challenges. Computers and Electrical Engineering, 81:106522.
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Bellavista, P. and Zanni, A. (2017). Feasibility of fog computing deployment based on docker containerization over RaspberryPi. In ACM International Conference Proceeding Series. Association for Computing Machinery.
Bittencourt, L. F., Diaz-Montes, J., Buyya, R., Rana, O. F., and Parashar, M. (2017). Mobility-Aware Application Scheduling in Fog Computing. IEEE Cloud Computing, 4(2):26–35.
Contini, D., De Castro, L. F. S., Madeira, E., Rigo, S., and Bittencourt, L. F. (2020). Simulating Smart Campus Applications in Edge and Fog Computing. In Proceedings 2020 IEEE International Conference on Smart Computing, SMARTCOMP 2020, pages 326–331. Institute of Electrical and Electronics Engineers Inc.
Do Espírito Santo, W., De Souza Matos, R., De Ribamar Lima Ribeiro, A., Silva, D. S., and Santos, R. (2019). Systematic Mapping on Orchestration of Container-based Applications in Fog Computing. In 15th International Conference on Network and Service Management, CNSM 2019. Institute of Electrical and Electronics Engineers Inc.
Docker (2021). Docker overview. Technical report, https://docs.docker.com/getstarted/overview – Acessado em 01/03/2021.
Escamilla-Ambrosio, P. J., Rodríguez-Mota, A., Aguirre-Anaya, E., Acosta-Bermejo, R., and Salinas-Rosales, M. (2018). Distributing computing in the internet of things: Cloud, fog and edge computing overview. Studies in Computational Intelligence, 731:87–115.
Fayos-Jordan, R., Felici-Castell, S., Segura-Garcia, J., Lopez-Ballester, J., and Cobos, M. (2020). Performance comparison of container orchestration platforms with low cost devices in the fog, assisting Internet of Things applications. Journal of Network and Computer Applications, 169:102788.
Hoque, S., Brito, M. S. D., Willner, A., Keil, O., and Magedanz, T. (2017). Towards In Proceedings InterContainer Orchestration in Fog Computing Infrastructures. national Computer Software and Applications Conference, volume 2, pages 294–299. IEEE Computer Society.
Khan, W. Z., Rehman, M. H., Zangoti, H. M., Afzal, M. K., Armi, N., and Salah, K. (2020). Industrial internet of things: Recent advances, enabling technologies and open challenges. Computers and Electrical Engineering, 81:106522.
Kubernetes (2021). What is kubernetes? Technical report, [link]. – Acessado em 01/03/2021.
MQTT (2021). Mqtt the standard for iot messaging. Technical report, https://mqtt.org – Acessado em 15/03/2021.
Raspberry Pi Foundation (2021). Sense hat emulator. Technical report, https://senseemu.readthedocs.io/en/v1.1/ – Acessado em 01/04/2021.
Xu, L. D., He, W., and Li, S. (2014). Internet of things in industries: A survey.
Yang, C., Shen, W., and Wang, X. (2016). Applications of Internet of Things in manufacturing. In Proceedings of the 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2016, pages 670–675. Institute of Electrical and Electronics Engineers Inc.
Publicado
16/08/2021
Como Citar
CONTINI, Denis; MADEIRA, Edmundo R. M.; BITTENCOURT, Luiz F..
MSOFEC: Orquestração Multicamada Névoa-Nuvem para Colocação de Serviços em Internet das Coisas Industrial. In: SIMPÓSIO BRASILEIRO DE REDES DE COMPUTADORES E SISTEMAS DISTRIBUÍDOS (SBRC), 39. , 2021, Uberlândia.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2021
.
p. 392-405.
ISSN 2177-9384.
DOI: https://doi.org/10.5753/sbrc.2021.16735.
