MSOFEC: Orquestração Multicamada Névoa-Nuvem para Colocação de Serviços em Internet das Coisas Industrial
Abstract
With the emergence of the Fourth Industrial Revolution, several factories began to adopt a production model that, in addition to being automated, operates with the collection and analysis of data through various sensors and applications in order to improve efficiency and productivity. As a result, the amount of data collected and transmitted has increased considerably. In this context, this work proposes a service and data orchestration mechanism based on the periodic analysis of network metrics and processing resources so that the application obtains higher levels of performance and reliability in creating the infrastructure and directing the data in a scenario fog-cloud multilayer. The initial results demonstrated that it is possible to reduce latency and improve the utilization of processing resources, maintaining good levels of availability and reliability for the application.References
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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.
Published
2021-08-16
How to Cite
CONTINI, Denis; MADEIRA, Edmundo R. M.; BITTENCOURT, Luiz F..
MSOFEC: Orquestração Multicamada Névoa-Nuvem para Colocação de Serviços em Internet das Coisas Industrial. In: BRAZILIAN SYMPOSIUM ON COMPUTER NETWORKS AND DISTRIBUTED SYSTEMS (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.
