Performance Evaluation of an Internet-of-Things Platform Based on Open-Source

José Francisco Guillén; Johnny Mauricio Sigua; Julio César Zambrano

doi:10.1007/978-3-031-51982-6_25

Performance Evaluation of an Internet-of-Things Platform Based on Open-Source

José Francisco Guillén, Johnny Mauricio Sigua, Julio César Zambrano

Research Group on Interaction, Robotics and Automatics (GIIRA)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper presents the performance evaluation of an open-source IoT platform. The platform has a three-layer architecture. The physical layer comprises the elements for data acquisition and process automation. The communication layer consists of a set of equipment that facilitates the exchange of information between the control devices and the application layer. The application layer is based on a container architecture and facilitates the interaction between the user and the processes. A ThingsBoard service is executed on a container and data is transmitted using the Message Queuing Telemetry Transport (MQTT) protocol. Additionally, a database service was implemented in PostgreSQL using another container. The evaluation of the implemented platform was performed through two virtual processes created in Tecnomatix Plant Simulation software. Each process was automated with a virtualized version of a SIEMENS S7-1500 PLC available through the SIMATIC S7-PLCSIM Advanced software tool. A set of Key Performance Indicators (KPIs) generated in both processes are visualized and managed in the Things-Board application. The performance of the platform has been evaluated based on the bandwidth present at the network layer and the resources consumed by the services running on the containers.

Original language	English
Title of host publication	Systems, Smart Technologies and Innovation for Society - Proceedings of CITIS 2023
Editors	Juan Pablo Salgado-Guerrero, Hector Rene Vega-Carrillo, Gonzalo García-Fernández, Vladimir Robles-Bykbaev
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	281-290
Number of pages	10
ISBN (Print)	9783031519819
DOIs	https://doi.org/10.1007/978-3-031-51982-6_25
State	Published - 2024
Event	8th International Conference on Science, Technology and Innovation for Society, CITIS 2023 - Guayaquil, Ecuador Duration: 26 Jul 2023 → 28 Jul 2023

Publication series

Name	Lecture Notes in Networks and Systems
Volume	870 LNNS
ISSN (Print)	2367-3370
ISSN (Electronic)	2367-3389

Conference

Conference	8th International Conference on Science, Technology and Innovation for Society, CITIS 2023
Country/Territory	Ecuador
City	Guayaquil
Period	26/07/23 → 28/07/23

Bibliographical note

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

Keywords

Container
Docker
IIoT
MQTT
Post-greSQL
ThingsBoard
Virtual commissioning

Access to Document

10.1007/978-3-031-51982-6_25

Cite this

Guillén, J. F., Sigua, J. M., & Zambrano, J. C. (2024). Performance Evaluation of an Internet-of-Things Platform Based on Open-Source. In J. P. Salgado-Guerrero, H. R. Vega-Carrillo, G. García-Fernández, & V. Robles-Bykbaev (Eds.), Systems, Smart Technologies and Innovation for Society - Proceedings of CITIS 2023 (pp. 281-290). (Lecture Notes in Networks and Systems; Vol. 870 LNNS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-51982-6_25

Guillén, José Francisco ; Sigua, Johnny Mauricio ; Zambrano, Julio César. / Performance Evaluation of an Internet-of-Things Platform Based on Open-Source. Systems, Smart Technologies and Innovation for Society - Proceedings of CITIS 2023. editor / Juan Pablo Salgado-Guerrero ; Hector Rene Vega-Carrillo ; Gonzalo García-Fernández ; Vladimir Robles-Bykbaev. Springer Science and Business Media Deutschland GmbH, 2024. pp. 281-290 (Lecture Notes in Networks and Systems).

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abstract = "This paper presents the performance evaluation of an open-source IoT platform. The platform has a three-layer architecture. The physical layer comprises the elements for data acquisition and process automation. The communication layer consists of a set of equipment that facilitates the exchange of information between the control devices and the application layer. The application layer is based on a container architecture and facilitates the interaction between the user and the processes. A ThingsBoard service is executed on a container and data is transmitted using the Message Queuing Telemetry Transport (MQTT) protocol. Additionally, a database service was implemented in PostgreSQL using another container. The evaluation of the implemented platform was performed through two virtual processes created in Tecnomatix Plant Simulation software. Each process was automated with a virtualized version of a SIEMENS S7-1500 PLC available through the SIMATIC S7-PLCSIM Advanced software tool. A set of Key Performance Indicators (KPIs) generated in both processes are visualized and managed in the Things-Board application. The performance of the platform has been evaluated based on the bandwidth present at the network layer and the resources consumed by the services running on the containers.",

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Guillén, JF, Sigua, JM & Zambrano, JC 2024, Performance Evaluation of an Internet-of-Things Platform Based on Open-Source. in JP Salgado-Guerrero, HR Vega-Carrillo, G García-Fernández & V Robles-Bykbaev (eds), Systems, Smart Technologies and Innovation for Society - Proceedings of CITIS 2023. Lecture Notes in Networks and Systems, vol. 870 LNNS, Springer Science and Business Media Deutschland GmbH, pp. 281-290, 8th International Conference on Science, Technology and Innovation for Society, CITIS 2023, Guayaquil, Ecuador, 26/07/23. https://doi.org/10.1007/978-3-031-51982-6_25

Performance Evaluation of an Internet-of-Things Platform Based on Open-Source. / Guillén, José Francisco; Sigua, Johnny Mauricio; Zambrano, Julio César.
Systems, Smart Technologies and Innovation for Society - Proceedings of CITIS 2023. ed. / Juan Pablo Salgado-Guerrero; Hector Rene Vega-Carrillo; Gonzalo García-Fernández; Vladimir Robles-Bykbaev. Springer Science and Business Media Deutschland GmbH, 2024. p. 281-290 (Lecture Notes in Networks and Systems; Vol. 870 LNNS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Guillén JF, Sigua JM, Zambrano JC. Performance Evaluation of an Internet-of-Things Platform Based on Open-Source. In Salgado-Guerrero JP, Vega-Carrillo HR, García-Fernández G, Robles-Bykbaev V, editors, Systems, Smart Technologies and Innovation for Society - Proceedings of CITIS 2023. Springer Science and Business Media Deutschland GmbH. 2024. p. 281-290. (Lecture Notes in Networks and Systems). doi: 10.1007/978-3-031-51982-6_25

Performance Evaluation of an Internet-of-Things Platform Based on Open-Source

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

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Cite this