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Abstract
MQTT is one of the major messaging protocols in the Internet of things (IoT). In this work, we investigate the expected performance of MQTT implementations in various settings. We present a model-based performance testing approach that allows a fast simulation of specific usage scenarios in order to perform a quantitative analysis of the latency. Out of automatically generated log-data, we learn the distributions of latencies and apply statistical model checking to analyse the functional and timing behaviour. The result is a novel testing and verification technique for analysing the performance of IoT protocols. Two well-known open source MQTT implementations are evaluated and compared.
Originalsprache | englisch |
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Titel | Quantitative Evaluation of Systems - 15th International Conference, QEST 2018 |
Herausgeber (Verlag) | Springer |
DOIs | |
Publikationsstatus | Veröffentlicht - 2018 |
Veranstaltung | 15th International Conference on Quantitative Evaluation of SysTems (QEST 2018) - Beijing, China Dauer: 4 Sept. 2018 → 7 Sept. 2018 http://www.qest.org/qest2018/ |
Konferenz
Konferenz | 15th International Conference on Quantitative Evaluation of SysTems (QEST 2018) |
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Land/Gebiet | China |
Ort | Beijing |
Zeitraum | 4/09/18 → 7/09/18 |
Internetadresse |
Fields of Expertise
- Information, Communication & Computing
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- 1 Abgeschlossen
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Verlaesslichkeit im Internet der Dinge
Boano, C. A., Kubin, G., Bloem, R., Horn, M., Pernkopf, F., Zakany, N., Mangard, S., Witrisal, K., Römer, K. U., Aichernig, B., Bösch, W., Baunach, M. C., Tappler, M., Malenko, M., Weiser, S., Eichlseder, M., Leitinger, E., Grosinger, J., Großwindhager, B., Ebrahimi, M., Alothman Alterkawi, A. B., Knoll, C., Teschl, R., Saukh, O., Rath, M., Steinberger, M., Steinbauer-Wagner, G. & Tranninger, M.
1/01/16 → 31/03/22
Projekt: Forschungsprojekt
Aktivitäten
- 1 Posterpräsentation
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How Fast is MQTT? Statistical Model Checking and Testing of MQTT Latencies
Richard Alexander Schumi (Redner/in)
6 Sept. 2018Aktivität: Vortrag oder Präsentation › Posterpräsentation › Science to science