Desarrollo de una arquitectura de referencia basada en microservicios para Internet de las Cosas

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dc.contributor.advisorCangrejo Aljure, Libia Denissespa
dc.contributor.authorObregón Sánchez, Davidspa
dc.contributor.refereeUmaña Acosta, Henry Robertospa
dc.contributor.refereeHerrera Álvarez, David Albertospa
dc.contributor.researchgroupANGeoScspa
dc.date.accessioned2025-03-17T19:16:56Z
dc.date.available2025-03-17T19:16:56Z
dc.date.issued2024-10-22
dc.descriptionilustraciones, diagramas, fotografíasspa
dc.description.abstractInternet de las Cosas (IoT) es un ecosistema en constante crecimiento que conecta el mundo físico y digital a través de internet, y plantea una serie de desafíos únicos en el desarrollo de software, como la heterogeneidad de dispositivos, la naturaleza distribuida, la escalabilidad y la seguridad. En este trabajo se presenta el diseño de una arquitectura de referencia basada en microservicios para entornos IoT, que garantiza los atributos mínimos de calidad de software de dichos sistemas. Mediante una revisión sistemática de la literatura, la identificación de los atributos de calidad de software específicos para IoT, el diseño de una arquitectura de referencia y la implementación de una arquitectura tecnológica a través de una prueba de concepto, se evalúan atributos de calidad específicos usando el enfoque de microservicios en entornos IoT. Se destacan sus principales ventajas frente a enfoques tradicionales, como las arquitecturas monolíticas. Finalmente, se plantean desafíos vigentes en aspectos adicionales a la calidad del software para el enfoque de microservicios. (Texto tomado de la fuente).spa
dc.description.abstractInternet of Things (IoT) is a constantly growing ecosystem that connects the physical and digital worlds through the internet, presenting a series of unique challenges in software development, such as device heterogeneity, distributed nature, scalability, and security. This work presents the design of a reference architecture based on microservices for IoT environments, which ensures the minimum software quality attributes of such systems. Through a systematic literature review, the identification of specific software quality attributes for IoT, the design of a reference architecture, and the implementation of a technological architecture via a proof of concept, specific quality attributes are evaluated using the microservices approach in IoT environments. The main advantages of this approach over traditional ones, such as monolithic architectures, are highlighted. Finally, ongoing challenges related to additional aspects of software quality in the microservices approach are discussed.eng
dc.description.degreelevelMaestríaspa
dc.description.degreenameMagíster en Ingeniería - Ingeniería de Sistemas y Computaciónspa
dc.description.methodsLos aspectos metodológicos de este trabajo combinan enfoques teóricos y prácticos, abordando tanto la investigación teórica como la aplicación práctica. La metodología se divide en dos dimensiones clave: una teórica, que incluye investigación y revisión sistemática de la literatura, y otra práctica, que abarca el diseño, construcción y validación de la arquitectura. Para el diseño, construcción y validación de la arquitectura de referencia, se emplea el Proceso para Construir Arquitecturas de Referencia (ProSA-RA). Este proceso, ampliamente utilizado, sistematiza el diseño, la representación y la evaluación de arquitecturas de referencia (Nakagawa et al., 2014). Ha sido aplicado previamente en diversos dominios, como software, robótica, arquitecturas orientadas a servicios, computación ubicua y tecnologías de la información y las comunicaciones (TIC) (Garcés et al., 2021).spa
dc.description.researchareaArquitecturas de software para Internet de las cosasspa
dc.format.extentxv, 162 páginasspa
dc.format.mimetypeapplication/pdfspa
dc.identifier.instnameUniversidad Nacional de Colombiaspa
dc.identifier.reponameRepositorio Institucional Universidad Nacional de Colombiaspa
dc.identifier.repourlhttps://repositorio.unal.edu.co/spa
dc.identifier.urihttps://repositorio.unal.edu.co/handle/unal/87673
dc.language.isospaspa
dc.publisherUniversidad Nacional de Colombiaspa
dc.publisher.branchUniversidad Nacional de Colombia - Sede Bogotáspa
dc.publisher.facultyFacultad de Ingenieríaspa
dc.publisher.placeBogotá, Colombiaspa
dc.publisher.programBogotá - Ingeniería - Maestría en Ingeniería - Ingeniería de Sistemas y Computaciónspa
dc.relation.referencesAkanbi, A. (2023). Towards a Microservice-Based Middleware for a Multi-hazard Early Warning System. In Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST: Vol. 503 LNICST (pp. 179–191). https://doi.org/10.1007/978-3-031-35883-8_12spa
dc.relation.referencesAlshudukhi, K. S., Khemakhem, M. A., Eassa, F. E., & Jambi, K. M. (2023). An Interoperable Blockchain Security Frameworks Based on Microservices and Smart Contract in IoT Environment. Electronics (Switzerland), 12(3), 776. https://doi.org/10.3390/electronics12030776spa
dc.relation.referencesAtitallah, S. Ben, Driss, M., & Ghzela, H. Ben. (2022). Microservices for Data Analytics in IoT Applications: Current Solutions, Open Challenges, and Future Research Directions. Procedia Computer Science, 207, 3938–3947. https://doi.org/10.1016/j.procs.2022.09.456spa
dc.relation.referencesAydin, S., & Nafiz Aydin, M. (2022). Design and implementation of a smart beehive and its monitoring system using microservices in the context of IoT and open data. Computers and Electronics in Agriculture, 196. https://doi.org/10.1016/j.compag.2022.106897spa
dc.relation.referencesBadampudi, D., Wohlin, C., & Petersen, K. (2015). Experiences from using snowballing and database searches in systematic literature studies. ACM International Conference Proceeding Series, 27-29-April-2015. https://doi.org/10.1145/2745802.2745818spa
dc.relation.referencesBanijamali, A., Pakanen, O. P., Kuvaja, P., & Oivo, M. (2020). Software architectures of the convergence of cloud computing and the Internet of Things: A systematic literature review. Information and Software Technology, 122, 106271. https://doi.org/10.1016/j.infsof.2020.106271spa
dc.relation.referencesBass, L., Clements, P., & Kazman, R. (2013). Software Architecture in Practice Second Edition Third Edition. In Communication. https://www.oreilly.com/library/view/software-architecture-in/9780132942799/spa
dc.relation.referencesBassi, A., Bauer, M., Fiedler, M., Kramp, T., van Kranenburg, R., Lange, S., & Meissner, S. (2013). Enabling things to talk: Designing IoT solutions with the IoT architectural reference model. In Enabling Things to Talk: Designing IoT Solutions with the IoT Architectural Reference Model. Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-40403-0spa
dc.relation.referencesBenayache, A., Bilami, A., Barkat, S., Lorenz, P., & Taleb, H. (2019). MsM: A microservice middleware for smart WSN-based IoT application. Journal of Network and Computer Applications, 144, 138–154. https://doi.org/10.1016/j.jnca.2019.06.015spa
dc.relation.referencesBixio, L., Delzanno, G., Rebora, S., & Rulli, M. (2020). A flexible IoT stream processing architecture based on microservices. Information (Switzerland), 11(12), 1–19. https://doi.org/10.3390/info11120565spa
dc.relation.referencesButzin, B., Golatowski, F., & Timmermann, D. (2016). Microservices approach for the internet of things. IEEE International Conference on Emerging Technologies and Factory Automation, ETFA, 2016-Novem, 1–6. https://doi.org/10.1109/ETFA.2016.7733707spa
dc.relation.referencesCEBECİ, K., & KORÇAK, Ö. (2020). Design of an Enterprise Level Architecture Based on Microservices. Bilişim Teknolojileri Dergisi, 13(4), 357–371. https://doi.org/10.17671/gazibtd.558392spa
dc.relation.referencesChamari, L., Petrova, E., & Pauwels, P. (2023). An End-to-End Implementation of a Service-Oriented Architecture for Data-Driven Smart Buildings. IEEE Access, 11, 117261–117281. https://doi.org/10.1109/ACCESS.2023.3325767spa
dc.relation.referencesChen, C. H., & Liu, C. T. (2021). A 3.5-tier container-based edge computing architecture. Computers and Electrical Engineering, 93, 107227. https://doi.org/10.1016/j.compeleceng.2021.107227spa
dc.relation.referencesCisco: Software, Network, and Cybersecurity Solutions - Cisco. (n.d.). Retrieved April 16, 2024, from https://www.cisco.com/spa
dc.relation.referencesCota, D., Martins, J., Mamede, H., & Branco, F. (2023). BHiveSense: An integrated information system architecture for sustainable remote monitoring and management of apiaries based on IoT and microservices. Journal of Open Innovation: Technology, Market, and Complexity, 9(3). https://doi.org/10.1016/j.joitmc.2023.100110spa
dc.relation.referencesCroes, E. (2015). Software Architectural Styles in the Internet of Things. In undefined (Issue August 2015).spa
dc.relation.referencesDi Martino, B., Rak, M., Ficco, M., Esposito, A., Maisto, S. A., & Nacchia, S. (2018). Internet of things reference architectures, security and interoperability: A survey. Internet of Things (Netherlands), 1–2, 99–112. https://doi.org/10.1016/J.IOT.2018.08.008spa
dc.relation.referencesDias, J. P., Restivo, A., & Ferreira, H. S. (2022). Designing and constructing internet-of-Things systems: An overview of the ecosystem. In Internet of Things (Netherlands) (Vol. 19). https://doi.org/10.1016/j.iot.2022.100529spa
dc.relation.referencesDobaj, J., Schuss, M., Krisper, M., Boano, C. A., & MacHer, G. (2019). Dependable mesh networking patterns. ACM International Conference Proceeding Series, 1–14. https://doi.org/10.1145/3361149.3361174spa
dc.relation.referencesDong, W., Li, L., Zhou, C., Wang, Y., Li, M., Tian, C., & Sun, W. (2012). Discovery of generalized spatial association rules. Proceedings of 2012 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2012. https://doi.org/10.1109/SOLI.2012.6273505spa
dc.relation.referencesDriss, M., Hasan, D., Boulila, W., & Ahmad, J. (2021). Microservices in IoT security: Current solutions, research challenges, and future directions. Procedia Computer Science, 192, 2385–2395. https://doi.org/10.1016/j.procs.2021.09.007 Eclipse Arrowhead: A Framework for IoT and System of Systems Solutions | The Eclipse Foundation. (n.d.). Retrieved March 16, 2024, from https://www.eclipse.org/community/eclipse_newsletter/2020/july/1.phpspa
dc.relation.referencesErl, T. P. R. M. Z. (2013). Cloud Computing: Concepts, Technology & Architecture. Pearson Education. https://www.amazon.com/Cloud-Computing-Concepts-Technology-Architecture/dp/0133387526spa
dc.relation.referencesFamá, F., Faria, J. N., & Portugal, D. (2022). An IoT-based interoperable architecture for wireless biomonitoring of patients with sensor patches. Internet of Things (Netherlands), 19. https://doi.org/10.1016/j.iot.2022.100547spa
dc.relation.referencesFarooq, S. U., Quadri, S. M. K., & Ahmad, N. (2012). Metrics, models and measurements in software reliability. IEEE 10th Jubilee International Symposium on Applied Machine Intelligence and Informatics, SAMI 2012 - Proceedings, 441–449. https://doi.org/10.1109/SAMI.2012.6209008spa
dc.relation.referencesFerreira, L. C. B. C., Borchardt, A. D. R., Cardoso, G. D. S., Mendes Lemes, D. A., Sousa, G. R. D. R. De, Neto, F. B., De Lima, E. R., Fraidenraich, G., Cardieri, P., & Meloni, L. G. P. (2022). Edge Computing and Microservices Middleware for Home Energy Management Systems. IEEE Access, 10. https://doi.org/10.1109/ACCESS.2022.3214229spa
dc.relation.referencesFirouzi, F., & Farahani, B. (2020). Architecting IoT Cloud. In Intelligent Internet of Things: From Device to Fog and Cloud (pp. 173–241). Springer International Publishing. https://doi.org/10.1007/978-3-030-30367-9_4 Forrester, J. W. (1995). The beginning of system dynamics. McKinsey Quarterly, 4.spa
dc.relation.referencesFremantle, P. (2014, October). A reference architecture for the internet of things. WSO2 White Paper. https://docs.huihoo.com/wso2/wso2-whitepaper-a-reference-architecture-for-the-internet-of-things.pdfspa
dc.relation.referencesFurstenau, L. B., Rodrigues, Y. P. R., Sott, M. K., Leivas, P., Dohan, M. S., López-Robles, J. R., Cobo, M. J., Bragazzi, N. L., & Choo, K. K. R. (2023). Internet of things: Conceptual network structure, main challenges and future directions. Digital Communications and Networks, 9(3), 677–687. https://doi.org/10.1016/j.dcan.2022.04.027spa
dc.relation.referencesGarcés, L., Martínez-Fernández, S., Oliveira, L., Valle, P., Ayala, C., Franch, X., & Nakagawa, E. Y. (2021). Three decades of software reference architectures: A systematic mapping study. Journal of Systems and Software, 179, 111004. https://doi.org/10.1016/j.jss.2021.111004spa
dc.relation.referencesGupta, S. (2022). Non-functional requirements elicitation for edge computing. Internet of Things (Netherlands), 18, 100503. https://doi.org/10.1016/j.iot.2022.100503spa
dc.relation.referencesHamzah, A. K., Khalid, R., Al Mansor, A. H. O., & Singh, P. (2023). Ensuring Trust and Security in IoT Systems through Blockchain Integration. ICSCCC 2023 - 3rd International Conference on Secure Cyber Computing and Communications, 298–303. https://doi.org/10.1109/ICSCCC58608.2023.10176600spa
dc.relation.referencesHe, X., & Deng, F. (2020). Research on architecture of internet of things platform based on service mesh. Proceedings - 2020 12th International Conference on Measuring Technology and Mechatronics Automation, ICMTMA 2020, 755–759. https://doi.org/10.1109/ICMTMA50254.2020.00164spa
dc.relation.referencesHossain, M. D., Sultana, T., Akhter, S., Hossain, M. I., Thu, N. T., Huynh, L. N. T., Lee, G. W., & Huh, E. N. (2023). The role of microservice approach in edge computing: Opportunities, challenges, and research directions. ICT Express, 9(6), 1162–1182. https://doi.org/10.1016/j.icte.2023.06.006spa
dc.relation.referencesIEEE SA - IEEE 2413-2019. (n.d.). Retrieved March 16, 2024, from https://standards.ieee.org/ieee/2413/6226/spa
dc.relation.referencesIndustrial Internet Reference Architecture (IIRA). (n.d.). Retrieved March 16, 2024, from https://hub.iiconsortium.org/iiraspa
dc.relation.referencesInformation technology ISO/IEC JTC 1 Internet of Things (IoT). (2015). www.iso.orgspa
dc.relation.referencesISO 25010. (n.d.). Retrieved March 4, 2024, from https://iso25000.com/index.php/en/iso-25000-standards/iso-25010spa
dc.relation.referencesITU. (2012). Internet of things global standards initiative. Internet of Things Global Standards Initiative, July, 2. https://www.itu.int/en/ITU-T/gsi/iot/Pages/default.aspxspa
dc.relation.referencesITU. (2016). Itu-T Y.4000/Y.2060 (06/2012). In ITU-T Recommendations.spa
dc.relation.referencesITU-T Y.2066 (06/14) Common requirements of the Internet of things. (n.d.). Retrieved April 5, 2024, from https://www.intertekinform.com/en-us/standards/itu-t-y-2066-06-14--1220261_saig_itu_itu_2962118/spa
dc.relation.referencesKhoso, F. H., Lakhan, A., Arain, A. A., Soomro, M. A., Nizamani, S. Z., & Kanwar, K. (2021). A Microservice-Based System for Industrial Internet of Things in Fog-Cloud Assisted Network. Engineering, Technology and Applied Science Research, 11(2), 7029–7032. https://doi.org/10.48084/etasr.4077spa
dc.relation.referencesKim, M. (2016). A Quality Model for Evaluating IoT Applications. International Journal of Computer and Electrical Engineering, 8(1), 66–76. https://doi.org/10.17706/IJCEE.2016.8.1.66-76spa
dc.relation.referencesKitchenham, B. (2004). Procedures for Performing Systematic Reviews Kitchenham, B., 2004. Keele, UK, Keele University, 33(2004).spa
dc.relation.referencesKouicem, D. E., Bouabdallah, A., & Lakhlef, H. (2018). Internet of things security: A top-down survey. Computer Networks, 141, 199–221. https://doi.org/10.1016/J.COMNET.2018.03.012spa
dc.relation.referencesKrämer, M., Frese, S., & Kuijper, A. (2019). Implementing secure applications in smart city clouds using microservices. Future Generation Computer Systems, 99, 308–320. https://doi.org/10.1016/j.future.2019.04.042spa
dc.relation.referencesKruchten, P. B. (1995). The 4+1 View Model of Architecture. IEEE Software, 12(6). https://doi.org/10.1109/52.469759spa
dc.relation.referencesLai, C., Boi, F., Buschettu, A., & Caboni, R. (2019). IoT and microservice architecture for multimobility in a smart city. Proceedings - 2019 International Conference on Future Internet of Things and Cloud, FiCloud 2019, 238–242. https://doi.org/10.1109/FiCloud.2019.00040spa
dc.relation.referencesLewis, J., & Fowler, M. (2014). Microservices a definiton of this new architectural term. https://martinfowler.com/articles/microservices.htmlspa
dc.relation.referencesLiu, J., Wu, N., Qiao, Y., & Li, Z. (2021). A scientometric review of research on traffic forecasting in transportation. In IET Intelligent Transport Systems (Vol. 15, Issue 1). https://doi.org/10.1049/itr2.12024spa
dc.relation.referencesLohiya, R., & Thakkar, A. (2021). Application Domains, Evaluation Data Sets, and Research Challenges of IoT: A Systematic Review. In IEEE Internet of Things Journal (Vol. 8, Issue 11). https://doi.org/10.1109/JIOT.2020.3048439spa
dc.relation.referencesMahmoud, R., Yousuf, T., Aloul, F., & Zualkernan, I. (2016). Internet of things (IoT) security: Current status, challenges and prospective measures. 2015 10th International Conference for Internet Technology and Secured Transactions, ICITST 2015, 336–341. https://doi.org/10.1109/ICITST.2015.7412116spa
dc.relation.referencesMahmud, R., Pallewatta, S., Goudarzi, M., & Buyya, R. (2022). iFogSim2: An extended iFogSim simulator for mobility, clustering, and microservice management in edge and fog computing environments. Journal of Systems and Software, 190, 111351. https://doi.org/10.1016/j.jss.2022.111351spa
dc.relation.referencesMalche, T., Maheshwary, P., & Kumar, R. (2019). Environmental Monitoring System for Smart City Based on Secure Internet of Things (IoT) Architecture. Wireless Personal Communications, 107(4), 2143–2172. https://doi.org/10.1007/S11277-019-06376-0spa
dc.relation.referencesMartín-Lopo, M. M., Boal, J., & Sánchez-Miralles, Á. (2020). A literature review of IoT energy platforms aimed at end users. Computer Networks, 171, 107101. https://doi.org/10.1016/j.comnet.2020.107101spa
dc.relation.referencesMendes, D., Jorge, D., Pires, G., Panda, R., Antonio, R., Dias, P., & Oliveira, L. (2019). VITASENIOR-MT: A distributed and scalable cloud-based telehealth solution. IEEE 5th World Forum on Internet of Things, WF-IoT 2019 - Conference Proceedings, 767–772. https://doi.org/10.1109/WF-IoT.2019.8767184spa
dc.relation.referencesMerlino, G., Tricomi, G., D’Agati, L., Benomar, Z., Longo, F., & Puliafito, A. (2024). FaaS for IoT: Evolving Serverless towards Deviceless in I/Oclouds. Future Generation Computer Systems, 154, 189–205. https://doi.org/10.1016/j.future.2023.12.029spa
dc.relation.referencesMorchid, A., Alami, R. El, Raezah, A. A., & Sabbar, Y. (2024). Applications of internet of things (IoT) and sensors technology to increase food security and agricultural Sustainability: Benefits and challenges. Ain Shams Engineering Journal, 15, 102509. https://doi.org/10.1016/j.asej.2023.102509spa
dc.relation.referencesMuccini, H., & Moghaddam, M. T. (2018). IoT architectural styles: A systematic mapping study. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11048 LNCS, 68–85. https://doi.org/10.1007/978-3-030-00761-4_5spa
dc.relation.referencesMuchandi, V. (2007). Applying 4+1 View Architecture with UML 2 White Paper. www.fcgss.comspa
dc.relation.referencesMúnera, D., Diana, V., Aguirre, J., & Gómez, N. G. (2021). IoT-based air quality monitoring systems for smart cities: A systematic mapping study. International Journal of Electrical and Computer Engineering, 11(4). https://doi.org/10.11591/ijece.v11i4.pp3470-3482spa
dc.relation.referencesNadaf, S. R., & Krishnappa, H. K. (2022). Kubernetes in Microservices. International Journal of Advanced Science and Computer Applications, 2(1). https://doi.org/10.47679/ijasca.v2i1.19spa
dc.relation.referencesNakagawa, E. Y., Guessi, M., Maldonado, J. C., Feitosa, D., & Oquendo, F. (2014). Consolidating a process for the design, representation, and evaluation of reference architectures. Proceedings - Working IEEE/IFIP Conference on Software Architecture 2014, WICSA 2014, 143–152. https://doi.org/10.1109/WICSA.2014.25spa
dc.relation.referencesNegru, C., Musat, G., Colezea, M., Anghel, C., Dumitrascu, A., Pop, F., De Maio, C., & Castiglione, A. (2022). Dependable workflow management system for smart farms. Connection Science, 34(1), 1833–1854. https://doi.org/10.1080/09540091.2022.2083078spa
dc.relation.referencesNehme, A., Jesus, V., Mahbub, K., & Abdallah, A. (2019). Securing Microservices. IT Professional, 21(1), 42–49. https://doi.org/10.1109/MITP.2018.2876987spa
dc.relation.referencesNguyen, L. T. T., Ha, S. X., Le, T. H., Luong, H. H., Vo, K. H., Nguyen, K. H. T., Nguyen, A. T., Dao, T. A., & Nguyen, H. V. K. (2022). BMDD: A novel approach for IoT platform (broker-less and microservice architecture, decentralized identity, and dynamic transmission messages). PeerJ Computer Science, 8, e950. https://doi.org/10.7717/peerj-cs.950spa
dc.relation.referencesOASIS Web Services Quality Model (WSQM) TC. (n.d.). Retrieved March 4, 2024, from https://www.oasis-open.org/committees/wsqm/charter.phpspa
dc.relation.referencesPetticrew, M., & Roberts, H. (2008). Systematic Reviews in the Social Sciences: A Practical Guide. In Systematic Reviews in the Social Sciences: A Practical Guide. https://doi.org/10.1002/9780470754887spa
dc.relation.referencesPham, V. N., Hossain, M. D., Lee, G. W., & Huh, E. N. (2023). Efficient Data Delivery Scheme for Large-Scale Microservices in Distributed Cloud Environment. Applied Sciences (Switzerland), 13(2), 886. https://doi.org/10.3390/app13020886spa
dc.relation.referencesPontarolli, R. P., Bigheti, J. A., de Sá, L. B. R., & Godoy, E. P. (2021). Towards security mechanisms for an industrial microservice-oriented architecture. 2021 14th IEEE International Conference on Industry Applications, INDUSCON 2021 - Proceedings, 679–685. https://doi.org/10.1109/INDUSCON51756.2021.9529415spa
dc.relation.referencesPontarolli, R. P., Bigheti, J. A., de Sá, L. B. R., & Godoy, E. P. (2023). Microservice-Oriented Architecture for Industry 4.0. Eng, 4(2), 1179–1197. https://doi.org/10.3390/eng4020069spa
dc.relation.referencesPopoola, O., Rodrigues, M., Marchang, J., Shenfield, A., Ikpehia, A., & Popoola, J. (2023). A critical literature review of security and privacy in smart home healthcare schemes adopting IoT & blockchain: Problems, Challenges and Solutions. Blockchain: Research and Applications, 100178. https://doi.org/10.1016/j.bcra.2023.100178spa
dc.relation.referencesRahmatulloh, A., Sari, D. W., Shofa, R. N., & Darmawan, I. (2021). Microservices-based IoT Monitoring Application with a Domain-driven Design Approach. 2021 International Conference Advancement in Data Science, E-Learning and Information Systems, ICADEIS 2021, 1–8. https://doi.org/10.1109/ICADEIS52521.2021.9701966spa
dc.relation.referencesRath, C. K., Mandal, A. K., & Sarkar, A. (2023). Microservice based scalable IoT architecture for device interoperability. Computer Standards and Interfaces, 84, 103697. https://doi.org/10.1016/j.csi.2022.103697spa
dc.relation.referencesRichardson, C. (2018). Microservice Pattern. Manning Publications, 2–16. https://www.academia.edu/41827915/_Microservice_Patternspa
dc.relation.referencesSánchez-Reolid, R., Sánchez-Reolid, D., Ayora, C., de la Vara, J. L., Pereira, A., & Fernández-Caballero, A. (2023). Generic Architecture for Multisource Physiological Signal Acquisition, Processing and Classification Based on Microservices. Lecture Notes in Networks and Systems, 740 LNNS, 123–133. https://doi.org/10.1007/978-3-031-38333-5_13spa
dc.relation.referencesSchweichhart, K. (2016). Reference architectural model industrie 4.0 (rami 4.0). An Introduction, 40.spa
dc.relation.referencesShadija, D., Rezai, M., & Hill, R. (2017). Towards an Understanding of Microservices. In arXiv. https://www.researchgate.net/publication/319952918_Towards_an_Understanding_of_Microservicesspa
dc.relation.referencesSheikh, A., & Ambhaikar, A. (n.d.). Quality of Services Parameters for Architectural Patterns of IoT. https://doi.org/10.22059/jitm.2021.80616spa
dc.relation.referencesSiaterlis, G., Franke, M., Klein, K., Hribernik, K. A., Thoben, K. D., Siatras, V., Nikolakis, N., Petrali, P., & Alexopoulos, K. (2021). A framework for advanced visualization of predictive analytics in cyber-physical production systems. Procedia CIRP, 104, 1565–1570. https://doi.org/10.1016/j.procir.2021.11.264spa
dc.relation.referencesSiddiqui, H., Khendek, F., & Toeroe, M. (2023). Microservices based architectures for IoT systems - State-of-the-art review. In Internet of Things (Netherlands) (Vol. 23). https://doi.org/10.1016/j.iot.2023.100854spa
dc.relation.referencesSoftware Architecture in Practice: Software Architect Practice_c3 - Len Bass, Paul Clements, Rick Kazman - Google Books. (n.d.). Retrieved March 30, 2024, from https://books.google.com.co/books?id=-II73rBDXCYC&printsec=frontcover&redir_esc=y#v=onepage&q&f=falsespa
dc.relation.referencesSon, S. C., Ko, S., Lee, H., & Lee, B. T. (2020). LwM2M based IoT Microservice Model with Repicas Synchronization Technique. International Conference on ICT Convergence, 2020-Octob, 1802–1804. https://doi.org/10.1109/ICTC49870.2020.9289346spa
dc.relation.referencesSubash, K., Janet Ramya, D., & Arockiam Associate Professor, L. (2019). Quality of Service in the Internet of Things (IoT)-A Survey. 21.spa
dc.relation.referencesSun, L., Li, Y., & Memon, R. A. (2017). An open IoT framework based on microservices architecture. China Communications, 14(2), 154–162. https://doi.org/10.1109/CC.2017.7868163spa
dc.relation.referencesSun, Y., Fan, H., Bakillah, M., & Zipf, A. (2015). Road-based travel recommendation using geo-tagged images. Computers, Environment and Urban Systems, 53. https://doi.org/10.1016/j.compenvurbsys.2013.07.006spa
dc.relation.referencesSurantha, N., Utomo, O. K., & Isa, S. M. (2020). High-Performance and Resource-Efficient IoT-based Sleep Monitoring System. IEEE Vehicular Technology Conference, 2020-May. https://doi.org/10.1109/VTC2020-Spring48590.2020.9129521spa
dc.relation.referencesThat “Internet of Things” Thing - RFID JOURNAL. (n.d.). Retrieved March 1, 2024, from https://www.rfidjournal.com/that-internet-of-things-thingspa
dc.relation.referencesThe Internet of Things Reference Model. (2014).spa
dc.relation.referencesThean, Z. Y., Voon Yap, V., & Teh, P. C. (2019). Container-based MQTT Broker Cluster for Edge Computing. ICRAIE 2019 - 4th International Conference and Workshops on Recent Advances and Innovations in Engineering: Thriving Technologies, 1–6. https://doi.org/10.1109/ICRAIE47735.2019.9037775spa
dc.relation.referencesThönes, J. (2015). Microservices. In IEEE Software (Vol. 32, Issue 1). IEEE Computer Society. https://doi.org/10.1109/MS.2015.11spa
dc.relation.referencesTrilles, S., González-Pérez, A., & Huerta, J. (2020). An IoT platform based on microservices and serverless paradigms for smart farming purposes. Sensors (Switzerland), 20(8). https://doi.org/10.3390/s20082418spa
dc.relation.referencesTsiatsis, V., Karnouskos, S., Höller, J., Boyle, D., & Mulligan, C. (2019). Technology Fundamentals. In Internet of Things (pp. 67–126). Elsevier. https://doi.org/10.1016/b978-0-12-814435-0.00017-1spa
dc.relation.referencesUviase, O., & Kotonya, G. (2018). IoT architectural framework: Connection and integration framework for IoT systems. Electronic Proceedings in Theoretical Computer Science, EPTCS, 264, 1–17. https://doi.org/10.4204/EPTCS.264.1spa
dc.relation.referencesWeyrich, M., & Ebert, C. (2016). Reference architectures for the internet of things. IEEE Software, 33(1), 112–116. https://doi.org/10.1109/MS.2016.20spa
dc.relation.referencesWhite, G., Nallur, V., & Clarke, S. (2017). Quality of service approaches in IoT: A systematic mapping. Journal of Systems and Software, 132. https://doi.org/10.1016/j.jss.2017.05.125spa
dc.relation.referencesXu, R., Jin, W., Hong, Y., & Kim, D. H. (2021). Intelligent optimization mechanism based on an objective function for efficient home appliances control in an embedded edge platform. Electronics (Switzerland), 10(12). https://doi.org/10.3390/electronics10121460spa
dc.relation.referencesXu, R., Jin, W., & Kim, D. (2019). Microservice security agent based on API gateway in edge computing. Sensors (Switzerland), 19(22), 4905. https://doi.org/10.3390/s19224905spa
dc.relation.referencesXu, R., Nikouei, S. Y., Chen, Y., Blasch, E., & Aved, A. (2019). BlendMAS: A blockchain-enabled decentralized microservices architecture for smart public safety. Proceedings - 2019 2nd IEEE International Conference on Blockchain, Blockchain 2019, 564–571. https://doi.org/10.1109/Blockchain.2019.00082spa
dc.relation.referencesXu, R., Nikouei, S. Y., Nagothu, D., Fitwi, A., & Chen, Y. (2020). Blendsps: A blockchain-enabled decentralized smart public safety system. Smart Cities, 3(3), 928–951. https://doi.org/10.3390/smartcities3030047spa
dc.relation.referencesXu, R., Ramachandran, G. S., Chen, Y., & Krishnamachari, B. (2019). BlendSM-DDM: BLockchain-ENabled secure microservices for decentralized data marketplaces. 5th IEEE International Smart Cities Conference, ISC2 2019, 14–17. https://doi.org/10.1109/ISC246665.2019.9071766spa
dc.relation.referencesYang, H., Ong, S. K., Nee, A. Y. C., Jiang, G., & Mei, X. (2022). Microservices-based cloud-edge collaborative condition monitoring platform for smart manufacturing systems. International Journal of Production Research, 60(24), 7492–7501. https://doi.org/10.1080/00207543.2022.2098075spa
dc.rights.accessrightsinfo:eu-repo/semantics/openAccessspa
dc.rights.licenseAtribución-CompartirIgual 4.0 Internacionalspa
dc.rights.urihttp://creativecommons.org/licenses/by-sa/4.0/spa
dc.subject.ddc000 - Ciencias de la computación, información y obras generales::005 - Programación, programas, datos de computaciónspa
dc.subject.proposalIoTeng
dc.subject.proposalMicroserviciosspa
dc.subject.proposalArquitecturas de Softwarespa
dc.subject.proposalInternet de las Cosasspa
dc.subject.proposalInternet of Thingseng
dc.subject.proposalMicroserviceseng
dc.subject.proposalSoftware Architectureeng
dc.subject.wikidataarquitectura de softwarespa
dc.subject.wikidatasoftware architectureeng
dc.subject.wikidataInternet de las cosasspa
dc.subject.wikidataInternet of thingseng
dc.subject.wikidatacalidad de softwarespa
dc.subject.wikidataArquitectura de microservicioseng
dc.subject.wikidatamicroserviceseng
dc.subject.wikidatasoftware qualityeng
dc.titleDesarrollo de una arquitectura de referencia basada en microservicios para Internet de las Cosasspa
dc.title.translatedDevelopment of a microservices reference architecture for the Internet of Thingseng
dc.typeTrabajo de grado - Maestríaspa
dc.type.coarhttp://purl.org/coar/resource_type/c_bdccspa
dc.type.coarversionhttp://purl.org/coar/version/c_ab4af688f83e57aaspa
dc.type.contentTextspa
dc.type.driverinfo:eu-repo/semantics/masterThesisspa
dc.type.redcolhttp://purl.org/redcol/resource_type/TMspa
dc.type.versioninfo:eu-repo/semantics/acceptedVersionspa
dcterms.audience.professionaldevelopmentEstudiantesspa
dcterms.audience.professionaldevelopmentGrupos comunitariosspa
dcterms.audience.professionaldevelopmentInvestigadoresspa
dcterms.audience.professionaldevelopmentMaestrosspa
dcterms.audience.professionaldevelopmentPúblico generalspa
oaire.accessrightshttp://purl.org/coar/access_right/c_abf2spa

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