Avaliação da Escalabilidade da Plataforma FIWARE em Ambientes Contêinerizados
Resumo
Plataformas de Cidades Inteligentes visam armazenar e permitir acesso aos dados fornecendo a integração entre diferentes protocolos e dispositivos. A plataforma FIWARE oferece componentes para armazenamento e visualização de dados contextuais. No entanto, avaliar seu comportamento sob diferentes cenários de carga é essencial para garantir sua qualidade e escalabilidade. Este trabalho tem como objetivo avaliar a escalabilidade da plataforma FIWARE em cenários de ingestão de dados provenientes de dispositivos IoT. Neste estudo, considera-se um cenário com dispositivos conectados a redes LoRaWAN, simulados por meio do envio de mensagens via protocolo MQTT (Message Queuing Telemetry Transport).Referências
Araujo, V., Mitra, K., Saguna, S., and Åhlund, C. (2019). Performance evaluation of fiware: A cloud-based iot platform for smart cities. Journal of Parallel and Distributed Computing, 132:250–261.
Chan, V. W. S. (2021). Internet of things and smart cities. IEEE Communications Magazine, 59(10):4–6.
de M. Del Esposte, A., Santana, E. F. Z., Kanashiro, L., Costa, F. M., Braghetto, K. R., Lago, N., and Kon, F. (2019). Design and evaluation of a scalable smart city software platform with large-scale simulations. Future Generation Computer Systems, 93:427–441.
Domingos, D. C. P., Ismael, M. A. C., Galante, G., Prasniewski, E., Assunção, W. K. G., Oyamada, M. S., de Bona, L. C. E., and de Camargo, E. T. (2024). Scalability evaluation of the sentilo platform running on containerized resources. Proceedings of the Brazilian Symposium on Computing Systems Engineering (SBESC).
Eclipse Foundation (2024). Eclipse mosquitto. Acessado em: 29 mar. 2026.
Fernández-Añez, V., Fernández-Güell, J. M., and Giffinger, R. (2018). Smart city implementation and discourses: An integrated conceptual model – the case of vienna. Cities, 78:4–16.
FIWARE (2024a). Cygnus documentation.
FIWARE (2024b). LoRaWAN IoT Agent documentation.
FIWARE (2024c). Orion Context Broker documentation.
FIWARE Foundation (2026). About us. [link].
HiveMQ (2024). Mqtt 5 essentials part 7: Shared subscriptions. Acessado em: 29 mar. 2026.
Martínez, R., Ángel Pastor, J., Álvarez, B., and Iborra, A. (2016). A testbed to evaluate the fiware-based iot platform in the domain of precision agriculture. Sensors, 16(11):1979.
MongoDB (2024). MongoDB: The developer data platform.
Monzón, A. (2015). Smart cities concept and challenges: Bases for the assessment of smart city projects. In Proceedings of the 2015 International Conference on Smart Cities and Green ICT Systems (SMARTGREENS), pages 1–11.
Panfilis, G. D. (2021). Fiware integrated iot platform managing product life cycle. Technical report, FIWARE Foundation.
PostgreSQL Global Development Group (2024). PostgreSQL: The World’s Most Advanced Open Source Relational Database.
Rizi, M. H. P. and Seno, S. A. H. (2022). A systematic review of technologies and solutions to improve security and privacy protection of citizens in the smart city. Internet of Things, 20:100584.
Santana, E. F. Z., Chaves, A. P., Gerosa, M. A., Kon, F., and Milojicic, D. S. (2016). Software platforms for smart cities: Concepts, requirements, challenges, and a unified reference architecture. ACM Computing Surveys, 49(3):1–37.
Santana, E. F. Z., Chaves, A. P., Gerosa, M. A., Kon, F., and Milojicic, D. S. (2017). Software platforms for smart cities: Concepts, requirements, challenges, and a unified reference architecture. ACM Computing Surveys, 50(6):1–37.
Wenge, R., Zhang, X., Cooper, D., Chao, L., and Hao, S. (2014). Smart city architecture: A technology guide for implementation and design challenges. China Communications, 11(3):56–69.
Zanella, A., Bui, N., Castellani, A., Vangelista, L., and Zorzi, M. (2014). Internet of things for smart cities. IEEE Internet of Things Journal, 1(1):22–32.
Chan, V. W. S. (2021). Internet of things and smart cities. IEEE Communications Magazine, 59(10):4–6.
de M. Del Esposte, A., Santana, E. F. Z., Kanashiro, L., Costa, F. M., Braghetto, K. R., Lago, N., and Kon, F. (2019). Design and evaluation of a scalable smart city software platform with large-scale simulations. Future Generation Computer Systems, 93:427–441.
Domingos, D. C. P., Ismael, M. A. C., Galante, G., Prasniewski, E., Assunção, W. K. G., Oyamada, M. S., de Bona, L. C. E., and de Camargo, E. T. (2024). Scalability evaluation of the sentilo platform running on containerized resources. Proceedings of the Brazilian Symposium on Computing Systems Engineering (SBESC).
Eclipse Foundation (2024). Eclipse mosquitto. Acessado em: 29 mar. 2026.
Fernández-Añez, V., Fernández-Güell, J. M., and Giffinger, R. (2018). Smart city implementation and discourses: An integrated conceptual model – the case of vienna. Cities, 78:4–16.
FIWARE (2024a). Cygnus documentation.
FIWARE (2024b). LoRaWAN IoT Agent documentation.
FIWARE (2024c). Orion Context Broker documentation.
FIWARE Foundation (2026). About us. [link].
HiveMQ (2024). Mqtt 5 essentials part 7: Shared subscriptions. Acessado em: 29 mar. 2026.
Martínez, R., Ángel Pastor, J., Álvarez, B., and Iborra, A. (2016). A testbed to evaluate the fiware-based iot platform in the domain of precision agriculture. Sensors, 16(11):1979.
MongoDB (2024). MongoDB: The developer data platform.
Monzón, A. (2015). Smart cities concept and challenges: Bases for the assessment of smart city projects. In Proceedings of the 2015 International Conference on Smart Cities and Green ICT Systems (SMARTGREENS), pages 1–11.
Panfilis, G. D. (2021). Fiware integrated iot platform managing product life cycle. Technical report, FIWARE Foundation.
PostgreSQL Global Development Group (2024). PostgreSQL: The World’s Most Advanced Open Source Relational Database.
Rizi, M. H. P. and Seno, S. A. H. (2022). A systematic review of technologies and solutions to improve security and privacy protection of citizens in the smart city. Internet of Things, 20:100584.
Santana, E. F. Z., Chaves, A. P., Gerosa, M. A., Kon, F., and Milojicic, D. S. (2016). Software platforms for smart cities: Concepts, requirements, challenges, and a unified reference architecture. ACM Computing Surveys, 49(3):1–37.
Santana, E. F. Z., Chaves, A. P., Gerosa, M. A., Kon, F., and Milojicic, D. S. (2017). Software platforms for smart cities: Concepts, requirements, challenges, and a unified reference architecture. ACM Computing Surveys, 50(6):1–37.
Wenge, R., Zhang, X., Cooper, D., Chao, L., and Hao, S. (2014). Smart city architecture: A technology guide for implementation and design challenges. China Communications, 11(3):56–69.
Zanella, A., Bui, N., Castellani, A., Vangelista, L., and Zorzi, M. (2014). Internet of things for smart cities. IEEE Internet of Things Journal, 1(1):22–32.
Publicado
19/07/2026
Como Citar
MUJICA, Pedro M.; OYAMADA, Marcio S..
Avaliação da Escalabilidade da Plataforma FIWARE em Ambientes Contêinerizados. In: WORKSHOP EM DESEMPENHO DE SISTEMAS COMPUTACIONAIS E DE COMUNICAÇÃO (WPERFORMANCE), 25. , 2026, Gramado/RS.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2026
.
p. 94-104.
ISSN 2595-6167.
DOI: https://doi.org/10.5753/wperformance.2026.23915.
