Efektivitas dan Keandalan Protokol MQTT pada Internet of Things: Tinjauan Literatur Sistematis Berbasis PRISMA 2020
Abstract
This study aims to present a systematic literature review (SLR) of the performance, security, and Quality of Service (QoS) of the Message Queuing Telemetry Transport (MQTT) protocol in Internet of Things (IoT) environments based on articles published between 2020 and 2026. The SLR follows the PRISMA 2020 guidelines and the Kitchenham and Charters guidelines for software engineering studies. A total of 30 core articles, comprising 7 reputable international journals and 23 nationally accredited SINTA journals, were purposively selected based on thematic relevance and methodological quality. The search was conducted using IEEE Xplore, ScienceDirect, SpringerLink, MDPI, Garuda, and SINTA with the keywords “MQTT,” “IoT,” “performance,” “security,” and “QoS.” The selection process followed the PRISMA flow, consisting of identification (n=487), screening (n=86), eligibility assessment (n=43), and included studies (n=30). The data were extracted and thematically synthesized to address four research questions (RQ1–RQ4), with Scopus-indexed international studies included as contextual comparators. The findings indicate that MQTT outperforms HTTP in terms of bandwidth efficiency and low latency, particularly on resource-constrained devices, with reported latency ranging from 45 to 210 ms depending on the QoS level and testing scenario. The dominant performance parameters include latency, throughput, and packet loss. Security approaches encompass TLS/RSA encryption, domestic cryptography, and Random Forest-based attack detection, achieving an accuracy of 97.2%, although TLS encryption may reduce throughput by up to 30%. QoS 1 represents a balanced option for non-critical applications, whereas QoS 2 is appropriate for vital data. The main research gap is the absence of integrated performance, security, and QoS testing within a single experimental framework. Therefore, future research should focus on lightweight security, context-aware adaptive QoS, and real-world-scale validation through integrative studies that examine the interaction among these three aspects.
Downloads
References
Z. Liu, T. Liang, J. Lyu, and D. Lang, “A security-enhanced scheme for MQTT protocol based on domestic cryptographic algorithm,” Comput. Commun., vol. 221, pp. 1–9, May 2024, doi: 10.1016/j.comcom.2024.04.013.
W. Lin, S. Chen, and H. Zhu, “Formal verification and security analysis of MQTT-SN,” Int. J. Softw. Tools Technol. Transf., vol. 27, no. 1, pp. 5–19, Feb. 2025, doi: 10.1007/s10009-025-00793-2.
K. Il Ko and M. H. Lee, “MQTT-Based Architecture for Real-Time Data Collection and Anomaly Detection in Smart Livestock Housing,” Sensors, vol. 25, no. 23, p. 7186, Nov. 2025, doi: 10.3390/s25237186.
K. Monika Dian Pertiwi, N. Azizi Hasibuan, and D. Putri Rahmawati, “Denial of Service (DOS) Attack Detection on MQTT Protocol Using the Random Forest Method,” J. Online Inform., vol. 11, no. 1, pp. 48–59, Apr. 2026, doi: 10.15575/join.v11i1.1784.
A. E. I Ketut, M. A. Afandi, H. Pujiharsono, F. N. Gustiyana, H. Krishna, and F. H. Juwono, “Implementation And Analysis of The Internet of Things System for Electrical Energy Monitoring at Institut Teknologi Telkom Purwokerto,” J. Tek. Inform., vol. 4, no. 3, pp. 627–638, Jun. 2023, doi: 10.52436/1.jutif.2023.4.3.1027.
M. H. Widianto and R. Ranny, “Message querying telemetry transfer on IoT applications to enhance technology: a systematic review,” Int. J. Reconfigurable Embed. Syst., vol. 11, no. 3, p. 265, Nov. 2022, doi: 10.11591/ijres.v11.i3.pp265-274.
J. Wytrębowicz, K. Cabaj, and J. Krawiec, “Messaging Protocols for IoT Systems—A Pragmatic Comparison,” Sensors, vol. 21, no. 20, p. 6904, Oct. 2021, doi: 10.3390/s21206904.
D. Silva, L. I. Carvalho, J. Soares, and R. C. Sofia, “A Performance Analysis of Internet of Things Networking Protocols: Evaluating MQTT, CoAP, OPC UA,” Appl. Sci., vol. 11, no. 11, p. 4879, May 2021, doi: 10.3390/app11114879.
H. Budianto and B. Sumanto, “Perancangan Sistem Monitoring Kualitas Udara dalam Ruangan Berbasis Internet of Things,” J. List. Instrumentasi, dan Elektron. Terap., vol. 5, no. 1, p. 9, Apr. 2024, doi: 10.22146/juliet.v5i1.87423.
R. M. R. Akbar, T. Y. Arif, and M. Irhamsyah, “Analisis Performansi Protokol Komunikasi Message Queuing Telemetry Transport (MQTT) pada Sistem Pemantauan Kualitas Udara Ruangan Berbasis IoT,” 2023.
M. S. Faat, F. Z. Furqan, and F. Z. Fizar, “QoS Analysis on IoT-Based Smart Garden With MQTT Protocol Using Wireshark,” INSYPRO, vol. 7, no. 2, 2022, doi: 10.24252/insypro.v7i2.36524.
W. T. Saputra et al., “IoT-MQTT Protocol-Based Water Sensor System to Monitor Citarum River Water Quality using Arduino Uno R4 Wifi,” J. ELTIKOM J. Tek. Elektro, Teknol. Inf. dan Komput., vol. 9, no. 1, pp. 11–22, Jun. 2025, doi: 10.31961/eltikom.v9i1.1335.
M. H. F. -, F. G. P. -, D. -, and A. H. A.-A. -, “Smart Energy Monitoring & Load Control Berbasis IoT dan Fuzzy Logic,” J. Inform. dan Tek. Elektro Terap., vol. 14, no. 1, Jan. 2026, doi: 10.23960/jitet.v14i1.9028.
L. Nurfiqin, “Analisis Quality Of Service (QoS) Protokol MQTT dan HTTP Pada Sistem Smart Metering Arus Listrik,” J. Repos., vol. 3, no. 1, Dec. 2020, doi: 10.22219/repositor.v3i1.1084.
B. Mishra, B. Mishra, and A. Kertesz, “Stress-Testing MQTT Brokers: A Comparative Analysis of Performance Measurements,” Energies, vol. 14, no. 18, p. 5817, Sep. 2021, doi: 10.3390/en14185817.
Dian Rachmadini, Ira Puspasari, and Jusak, “Implementasi dan Analisis Fitur Keamanan Protokol MQTT pada Telehealthcare,” J. Technol. Informatics, vol. 2, no. 1, pp. 10–19, Oct. 2020, doi: 10.37802/joti.v2i2.117.
M. R. I. R. Fauzan, Usman B Hanafi, and Taufik Irfan, “Implementasi TLS Sebagai Metode Keamanan Protokol Jaringan Pada MQTT Berbasis Raspberry PI,” Pros. 13th Ind. Res. Work. Natl. Semin., vol. 13, 2022.
A. D. FEBRIYANTO, “Sistem keamanan data pada IoT berbasis MQTT dan database MySQL menggunakan metode RSA,” 2022.
Ö. Şeker, G. Dalkılıç, and U. C. Çabuk, “MARAS: Mutual Authentication and Role-Based Authorization Scheme for Lightweight Internet of Things Applications,” Sensors, vol. 23, no. 12, p. 5674, Jun. 2023, doi: 10.3390/s23125674.
A. J. Hintaw, S. Manickam, S. Karuppayah, M. A. Aladaileh, M. F. Aboalmaaly, and S. U. A. Laghari, “A Robust Security Scheme Based on Enhanced Symmetric Algorithm for MQTT in the Internet of Things,” IEEE Access, vol. 11, pp. 43019–43040, 2023, doi: 10.1109/ACCESS.2023.3267718.
V. Achmad, A. Khumaidi, R. Y. Adhitya, D. P. Riananda, and I. Sutrisno, “Analisa QoS pada MQTT untuk website monitoring dan pengendalian pintu air,” J. Elkolind J. Elektron. dan Otomasi Ind., vol. 10, no. 3, 2023.
F. Palmese, A. E. C. Redondi, and M. Cesana, “Adaptive Quality of Service Control for MQTT-SN,” Sensors, vol. 22, no. 22, p. 8852, Nov. 2022, doi: 10.3390/s22228852.
M. U. Burhani, D. Novianto, and R. V. Yuliantari, “Analisis Komunikasi Nirkabel Menggunakan IoT Network Protocols pada Stasiun Cuaca Mini,” J. Tek. Elektro Uniba (JTE UNIBA), vol. 7, no. 2, pp. 325–328, Apr. 2023, doi: 10.36277/jteuniba.v7i2.202.
F. C. Kusuma, N. B. A. Karna, and A. I. Irawan, “Analisis Perbandingan Quality of Services (QoS) Protokol HTTP dan MQTT pada Sistem Monitoring Berat Ayam Broiler Berbasis IoT,” J. Nas. SAINS dan Tek., vol. 2, no. 1, pp. 16–22, Jul. 2024, doi: 10.25124/jnst.v2i1.7987.
V. Seoane, C. Garcia-Rubio, F. Almenares, and C. Campo, “Performance evaluation of CoAP and MQTT with security support for IoT environments,” Comput. Networks, vol. 197, p. 108338, Oct. 2021, doi: 10.1016/j.comnet.2021.108338.
P. Sharma, W. Wilfred Godfrey, and A. Trivedi, “When blockchain meets IoT: a comparison of the performance of communication protocols in a decentralized identity solution for IoT using blockchain,” Cluster Comput., vol. 27, no. 1, pp. 269–284, Feb. 2024, doi: 10.1007/s10586-022-03921-8.
S. B. Bhaskoro, H. Supriyanto, B. B. Aji, and B. Pamungkas, “Perbandingan Performansi Latency Protokol Komunikasi HTTP dan MQTT pada Internet of Things,” JTT (Jurnal Teknol. Ter., vol. 8, no. 2, p. 82, Oct. 2022, doi: 10.31884/jtt.v8i2.309.
I. R. Nugraha, W. H. N. Putra, and E. Setiawan, “A Comparative Study of HTTP and MQTT for IoT Applications in Hydroponics,” J. RESTI, vol. 8, no. 1, pp. 119–126, 2024, doi: 10.29207/resti.v8i1.5561.
J. Ali, M. H. Zafar, C. Hewage, R. Hassan, and R. Asif, “Mathematical Modeling and Validation of Retransmission-Based Mutant MQTT for Improving Quality of Service in Developing Smart Cities,” Sensors, vol. 22, no. 24, p. 9751, Dec. 2022, doi: 10.3390/s22249751.
M. J. Page et al., “The PRISMA 2020 statement: an updated guideline for reporting systematic reviews,” BMJ, p. n71, Mar. 2021, doi: 10.1136/bmj.n71.
B. Kitchenham and S. Charters, Guidelines for performing Systematic Literature Reviews in Software Engineering, EBSE Tech. Keele Univ and Univ. of Durham, 2007.
Y. Revikasari, N. Pramaita, and I. P. Elba Duta Nugraha, “Evaluasi Website Monitoring Skuter Listrik Sewa Berbasis IoT Dengan Protokol MQTT,” J. SPEKTRUM, vol. 11, no. 3, p. 59, Sep. 2024, doi: 10.24843/SPEKTRUM.2024.v11.i03.p6.
M. H. Widianto, M. C. Albert, and H. Karteja, “Purwarupa Perangkat Pelindung Jemuran pada Rumah Pintar Berbasis IoT Memanfaatkan MQTT dan Fog Computing,” J. List. Instrumentasi dan Elektron. Terap., vol. 3, no. 1, 2022, doi: 10.22146/juliet.v3i1.74004.
Eni Dwi Wardihani et al., “Pemantauan dan Pengendalian Parameter Greenhouse Berbasis IoT Dengan Protokol MQTT,” J. Nas. Tek. Elektro dan Teknol. Inf., vol. 13, no. 1, pp. 38–43, Feb. 2024, doi: 10.22146/jnteti.v13i1.8564.
Adit Oktopryadin and Adi Purnama, “IoT-Based UPS Device Electricity Usage Monitoring System with MQTT Protocol,” J. Appl. Informatics Comput., vol. 9, no. 4, pp. 1290–1300, Aug. 2025, doi: 10.30871/jaic.v9i4.9530.
P. P. Nindi, I. Ruslianto, and H. Muhardi, “Implementation of Edge Computing in a Learning Room Condition Monitoring System Using the MQTT Protocol,” G-Tech J. Teknol. Terap., vol. 10, no. 1, pp. 358–370, Jan. 2026, doi: 10.70609/g-tech.v10i1.8857.
B. M. Susanto, A. Hariyanto, D. Wijanarko, and M. K. Albab, “Sistem pengendali saklar berbasis Nodemcu ESP8266 dengan aplikasi MQTT dan Google Assistant,” Angkasa J. Ilm. Bid. Teknol., vol. 14, no. 2, Nov. 2022, doi: 10.28989/angkasa.v14i2.1380.
Adi, “Quality of Service (QoS) Analysis of MQTT Protocol for Smart Farming Monitoring System Optimization,” J. Teknokes, vol. 18, no. 1, pp. 1–8, Apr. 2025, doi: 10.35882/ve158618.
G. Simard, C. Melançon, P. Cardinal, and J. Gascon-Samson, “Performance Characterization of MQTT Brokers in a Device-Local Edge Deployment,” in Proceedings of the 2nd International Workshop on Middleware for the Edge, New York, NY, USA: ACM, Dec. 2023, pp. 13–18. doi: 10.1145/3630180.3631200.
Bila bermanfaat silahkan share artikel ini
Berikan Komentar Anda terhadap artikel Efektivitas dan Keandalan Protokol MQTT pada Internet of Things: Tinjauan Literatur Sistematis Berbasis PRISMA 2020
Pages: 1290-1304
Copyright (c) 2026 Pariyadi Pariyadi, Fattachul Huda Aminuddin, Ahmad Husna Ahadi, Oki Dahwanu, Muhammad Damas Fatih

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (Refer to The Effect of Open Access).






















