The DOI matches its Crossref record; 28 of the 28 references it cites were found in a registry or an index.
The Use of MQTT in M2M and IoT Systems: A Survey
Open accessAbstract
Nowadays billions of smart devices or things are present in Internet of Things (IoT) environments, such as homes, hospitals, factories, and vehicles, all around the world. As a result, the number of interconnected devices is continuously and rapidly growing. These devices communicate with each other and with other services using various communication protocols for the transportation of sensor or event data. These protocols enable applications to collect, store, process, describe, and analyze data to solve a variety of problems. IoT also aims to provide secure, bi-directional communication between interconnected devices, such as sensors, actuators, microcontrollers or smart appliances, and corresponding cloud services. In this paper we analyze the growth of M2M protocol research (MQTT, AMQP, and CoAP) over the past 20 years, and show how the growth in MQTT research stands out from the rest. We also gather relevant application areas of MQTT, as the most widespread M2M/IoT protocol, by performing a detailed literature search in major digital research archives. Our quantitative evaluation presents some of the important MQTT-related studies published in the past five years, which we compare to discuss the main features, advantages, and limitations of the MQTT protocol. We also propose a taxonomy to compare the properties and features of various MQTT implementations, i.e. brokers and libraries currently available in the public domain to help researchers and end-users to efficiently choose a broker or client library based on their requirements. Finally, we discuss the relevant findings of our comparison and highlight open issues that need further research and attention.
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Cites
Internet of Things (IoT): A vision, architectural elements, and future directions
Gubbi, J., Buyya, R., Marusic, S., & Palaniswami, M. (2013) · Future Generation Computer Systems · doi:10.1016/j.future.2013.01.010 · Cited by 12,293
Edge computing: Vision and challenges
Shi, W., Cao, J., Zhang, Q., Li, Y., & Xu, L. (2016) · IEEE Internet of Things Journal · doi:10.1109/jiot.2016.2579198 · Cited by 8,733
Choice of effective messaging protocols for IoT systems: MQTT, CoAP, AMQP and HTTP
Naik, N. (2017) · 2017 IEEE International Systems Engineering Symposium (ISSE) · doi:10.1109/syseng.2017.8088251 · Cited by 727
Cloud Computing: Principles and Paradigms
Buyya, R., Broberg, J., & Goscinski, A. M. (2013) · Cited by 644
Edge computing technologies for Internet of Things: a primer
Ai, Y., Peng, M., & Zhang, K. (2018) · Digital Communications and Networks · doi:10.1016/j.dcan.2017.07.001 · Cited by 582
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(2011) · Wiley eBooks · doi:10.1002/9780470940105 · Cited by 453
Performance evaluation of MQTT and CoAP via a common middleware
Thangavel, D., Ma, X., Valera, A., Tan, H.-X., & Tan, C. K.-Y. (2014) · 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP) · doi:10.1109/issnip.2014.6827678 · Cited by 446
Dizdarević, J., Carpio, F., Jukan, A., & Masip Bruin, X. (2019) · RECERCAT (Consorci de Serveis Universitaris de Catalunya) · Cited by 433
Dizdarević, J., Carpio, F., Jukan, A., & Masip-Bruin, X. (2019) · ACM Computing Surveys · doi:10.1145/3292674 · Cited by 423
A Survey On Application Layer Protocols For The Internet Of Things
Karagiannis, V., Chatzimisios, P., Vázquez-Gallego, F., & Alonso-Zárate, J. (2015) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.51613 · Cited by 413
Cited by
Nankya, M., Chataut, R., & Akl, R. (2023) · Sensors · doi:10.3390/s23218840 · Cited by 114
Metadata
- Authors
- Mishra, B., & Kertesz, A.
- Venue
- IEEE Access
- Published
- 2020
- Volume
- 8
- Pages
- 201071-201086
- ISSN
- 2169-3536 (ISSN-L)
- OpenAlex
- W3094946486
- Cited by
- 429
- References
- 28
- FWCI
- 16.46
- Type
- journal article
- Language
- en
- Open access
- gold
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