research-article

AutoIoT: a framework based on user-driven MDE for generating IoT applications

Authors:

Thiago Nepomuceno,

Tiago Carneiro,

Paulo Henrique Maia,

Muhammad Adnan,

Thalyson Nepomuceno,

Alexander MartinAuthors Info & Claims

SAC '20: Proceedings of the 35th Annual ACM Symposium on Applied Computing

Pages 719 - 728

https://doi.org/10.1145/3341105.3373873

Published: 30 March 2020 Publication History

Abstract

Developing an Internet of Things (IoT) system requires knowledge in many different technologies like embedded programming, web technologies, and data science. Model-Driven Engineering (MDE) techniques have been used as a concrete alternative to boost IoT application development. However, the current MDE-to-IoT solutions require expertise from the end-users in MDE concepts and sometimes even in specific tools, such as the Eclipse Modelling Framework, which may hinder their adoption in a broader context. To tackle this problem, this work proposes AutoIoT, a framework for creating IoT applications based on a user-driven MDE approach. The proposed framework allows users to model their IoT systems using a simple JSON file and, through internal model-to-model and model-to-text transformations, generates a ready-to-use IoT server-side application. The proposed approach was evaluated through an experiment, in which 54 developers used AutoIoT to create a server-side application for a real-world IoT scenario and answered a post-study questionnaire. The experiment reports the efficacy of AutoIoT and user satisfaction of more than 80% through 6 out of 7 evaluated criteria.

References

[1]

S. Abrahão, F. Bourdeleau, B. Cheng, S. Kokaly, R. Paige, H. Stöerrle, and J. Whittle. 2017. User Experience for Model-Driven Engineering: Challenges and Future Directions. In 2017 ACM/IEEE 20th International Conference on Model Driven Engineering Languages and Systems (MODELS). 229--236.

Digital Library

[2]

Ala Al-Fuqaha, Mohsen Guizani, Mehdi Mohammadi, Mohammed Aledhari, and Moussa Ayyash. 2015. Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications. IEEE Communications Surveys & Tutorials 17, 4 (2015), 2347--2376.

Digital Library

[3]

Marco Brambilla, Eric Umuhoza, and Roberto Acerbis. 2017. Model-driven development of user interfaces for IoT systems via domain-specific components and patterns. Journal of Internet Services and Applications 8, 1 (26 Sep 2017), 14.

[4]

Jesús Sánchez Cuadrado, Javier Luis Cánovas Izquierdo, and Jesús García Molina. 2014. Applying model-driven engineering in small software enterprises. Science of Computer Programming 89 (2014), 176 -- 198. Special issue on Success Stories in Model Driven Engineering.

Digital Library

[5]

Antonella Galizia, Gabriele Zereik, Luca Roverelli, Emanuele Danovaro, Andrea Clematis, and Daniele D'Agostino. 2019. Json-GUI---A module for the dynamic generation of form-based web interfaces. SoftwareX 9 (2019), 28 -- 34.

[6]

Francesco Gianni, Simone Mora, and Monica Divitini. 2018. RapIoT toolkit: Rapid prototyping of collaborative Internet of Things applications. Future Generation Computer Systems (2018).

Digital Library

[7]

Tony Gorschek, Ewan Tempero, and Lefteris Angelis. 2014. On the use of software design models in software development practice: An empirical investigation. Journal of Systems and Software 95 (2014), 176 -- 193.

Digital Library

[8]

A. Hamou-Lhadj, A. Gherbi, and J. Nandigam. 2009. The Impact of the Model-Driven Approach to Software Engineering on Software Engineering Education. In 2009 Sixth International Conference on Information Technology: New Generations. 719--724.

Digital Library

[9]

John Hutchinson, Jon Whittle, and Mark Rouncefield. 2014. Model-driven engineering practices in industry: Social, organizational and managerial factors that lead to success or failure. Science of Computer Programming 89 (2014), 144--161. Special issue on Success Stories in Model Driven Engineering.

Digital Library

[10]

S. Mora, F. Gianni, and M. Divitini. 2016. RapIoT Toolkit: Rapid Prototyping of Collaborative Internet of Things Applications. In 2016 International Conference on Collaboration Technologies and Systems (CTS). 438--445.

[11]

B. Morin, N. Harrand, and F. Fleurey. 2017. Model-Based Software Engineering to Tame the IoT Jungle. IEEE Software 34, 1 (Jan 2017), 30--36.

Digital Library

[12]

X. T. Nguyen, H. T. Tran, H. Baraki, and K. Geihs. 2015. FRASAD: A framework for model-driven IoT Application Development. In 2015 IEEE 2nd World Forum on Internet of Things (WF-IoT). 387--392.

Digital Library

[13]

F. Pramudianto, M. Eisenhauer, C. A. Kamienski, D. Sadok, and E. J. Souto. 2016. Connecting the Internet of Things rapidly through a model driven approach. In 2016 IEEE 3rd World Forum on Internet of Things (WF-IoT). 135--140.

[14]

F. Pramudianto, C. A. Kamienski, E. Souto, F. Borelli, L. L. Gomes, D. Sadok, and M. Jarke. 2014. IoT Link: An Internet of Things Prototyping Toolkit. In 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops. 1--9.

Digital Library

[15]

Alexey Savelyev and Emre Brookes. 2019. GenApp: Extensible tool for rapid generation of web and native GUI applications. Future Generation Computer Systems 94 (2019), 929 -- 936.

Digital Library

[16]

C. S. Shih, J. J. Chou, N. Reijers, and T. W. Kuo. 2016. Designing CPS/IoT applications for smart buildings and cities. IET Cyber-Physical Systems: Theory Applications 1, 1 (2016), 3--12.

[17]

K. Vandikas and V. Tsiatsis. 2016. Microservices in IoT clouds. In 2016 Cloudification of the Internet of Things (CIoT). 1--6.

Cited By

Abuserrieh LAlalfi M(2024)A Survey on Verification of Security and Safety in IoT SystemsIEEE Access10.1109/ACCESS.2024.341307112(138627-138645)Online publication date: 2024
https://doi.org/10.1109/ACCESS.2024.3413071
Buschhaus CGerasimov AKirchhof JMichael JNetz LRumpe BStüber S(2024)Lessons learned from applying model-driven engineering in 5 domainsScience of Computer Programming10.1016/j.scico.2023.103033232:COnline publication date: 1-Jan-2024
https://dl.acm.org/doi/10.1016/j.scico.2023.103033
Corradini FFornari FPettinari SRe BRossi LTiezzi F(2024)A BPMN-Based Approach for IoT Systems EngineeringFluidware10.1007/978-3-031-62146-8_5(85-105)Online publication date: 13-May-2024
https://doi.org/10.1007/978-3-031-62146-8_5
Show More Cited By

Index Terms

AutoIoT: a framework based on user-driven MDE for generating IoT applications
1. Computer systems organization
  1. Embedded and cyber-physical systems
    1. Sensors and actuators
2. Software and its engineering
  1. Software creation and management
    1. Software development techniques
      1. Software prototyping

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Published In

cover image ACM Conferences

SAC '20: Proceedings of the 35th Annual ACM Symposium on Applied Computing

March 2020

2348 pages

ISBN:9781450368667

DOI:10.1145/3341105

Conference Chairs:
Chih-Cheng Hung
Kennesaw State University
,
Tomas Cerny
Baylor University
,
Program Chairs:
Dongwan Shin
New Mexico Tech
,
Alessio Bechini
University of Pisa, Italy

Copyright © 2020 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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SIGAPP: ACM Special Interest Group on Applied Computing

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 30 March 2020

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Bayerisches Staatsministerium für Wirtschaft und Medien, Energie und Technologie

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SAC '20

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SIGAPP

SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing

March 30 - April 3, 2020

Brno, Czech Republic

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Overall Acceptance Rate 1,650 of 6,669 submissions, 25%

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Cited By

Abuserrieh LAlalfi M(2024)A Survey on Verification of Security and Safety in IoT SystemsIEEE Access10.1109/ACCESS.2024.341307112(138627-138645)Online publication date: 2024
https://doi.org/10.1109/ACCESS.2024.3413071
Buschhaus CGerasimov AKirchhof JMichael JNetz LRumpe BStüber S(2024)Lessons learned from applying model-driven engineering in 5 domainsScience of Computer Programming10.1016/j.scico.2023.103033232:COnline publication date: 1-Jan-2024
https://dl.acm.org/doi/10.1016/j.scico.2023.103033
Corradini FFornari FPettinari SRe BRossi LTiezzi F(2024)A BPMN-Based Approach for IoT Systems EngineeringFluidware10.1007/978-3-031-62146-8_5(85-105)Online publication date: 13-May-2024
https://doi.org/10.1007/978-3-031-62146-8_5
Bimonte SBadir HBattistoni PBazza HBelhassena ACariou CChalhoub GCorrales JCouvent ALaneurit JMoussa RPlazas JSebillo MTricot N(2023)Data-centric UML profile for agroecology applications: Agricultural autonomous robots monitoring case studyComputer Science and Information Systems10.2298/CSIS220301064B20:1(459-489)Online publication date: 2023
https://doi.org/10.2298/CSIS220301064B
Boutot PMustafiz S(2023)ReqMIoT: An Integrated Requirements Modelling Environment for IoT Systems2023 IEEE/ACM 5th International Workshop on Software Engineering Research and Practices for the IoT (SERP4IoT)10.1109/SERP4IoT59158.2023.00012(38-45)Online publication date: May-2023
https://doi.org/10.1109/SERP4IoT59158.2023.00012
AbuSerrieh LAlalfi M(2023)Security and Safety Verification in IoT Apps2023 IEEE International Conference on Software Maintenance and Evolution (ICSME)10.1109/ICSME58846.2023.00080(601-605)Online publication date: 1-Oct-2023
https://doi.org/10.1109/ICSME58846.2023.00080
Ahmad E(2023)Model-Based System Engineering of the Internet of Things: A Bibliometric Literature AnalysisIEEE Access10.1109/ACCESS.2023.327742911(50642-50658)Online publication date: 2023
https://doi.org/10.1109/ACCESS.2023.3277429
Chen WLin YYen TPeng SLin Y(2022)DeviceTalk: A No-Code Low-Code IoT Device Code GenerationSensors10.3390/s2213494222:13(4942)Online publication date: 30-Jun-2022
https://doi.org/10.3390/s22134942
Varga PBácsi SSharma RFayad AMandeel ASoos GFranko AFegyo TFiczere D(2022)Converging Telco-Grade Solutions 5G and beyond to Support Production in Industry 4.0Applied Sciences10.3390/app1215760012:15(7600)Online publication date: 28-Jul-2022
https://doi.org/10.3390/app12157600
Springborg AAndersen MHattel KAlbano MHong JBures MPark JCerny T(2022)cpp-tiny-clientProceedings of the 37th ACM/SIGAPP Symposium on Applied Computing10.1145/3477314.3508387(202-205)Online publication date: 25-Apr-2022
https://dl.acm.org/doi/10.1145/3477314.3508387
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