Systematic Mapping on Internet of Things' Client-Sided Development
Resumo
Context: the Internet of Things (IoT) is a paradigm that provides an ecosystem for a fast-growing quantity of connected devices, also defined as cyber-physical devices. Problem: the creation of Internet of Things solutions is fairly complex, having to integrate and communicate between sensors, devices, and larger systems, presenting many technical challenges not present in the same magnitude as other paradigms. One of the most affected segments is the development of cyber-physical devices. Much of its development energy is spent on the connecting and efficacy of these devices, often overlooking the future impacts of the proposed solution, caused by a lack of software quality. Solution: The execution of a Systematic Mapping in order to bring attention to possible research gaps. SI Theory: This work follows the accepted protocols for systematic mappings, meta-analysis, and Hermeneutics. Methodology: this paper executes a systematic mapping, following well-accepted guidelines in order to systematically gather, include and classify scientific papers according to IoT devices’ own characteristics. Results: 8146 studies were found and reduced to 211 relevant studies that focused on client-side IoT development had their data graphed and analyzed. Our results show a lack of software metrics used, many research gaps and correlations were discovered, when in respect to specific software quality properties as described by the ISO25010 and other characteristics collected, such as programming languages and study domain. Contributions: The main contribution of this study is to expose multiple research gaps present in IoT client-side development. Providing a background for future information system studies on techniques and tools to improve IoT development.
Palavras-chave:
Internet of Things, Software Quality, Software Metrics
Referências
[n.d.]. World Internet Users Statistics and 2019 World Population Stats. https://www.internetworldstats.com/stats.htm
Fadele Ayotunde Alaba, Mazliza Othman, Ibrahim Abaker Targio Hashem, and Faiz Alotaibi. 2017. Internet of Things security: A survey. Journal of Network and Computer Applications 88, March(2017), 10–28. https://doi.org/10.1016/j.jnca.2017.04.002
Mohsen Hallaj Asghar, Atul Negi, and Nasibeh Mohammadzadeh. 2015. Principle application and vision in Internet of Things (IoT). International Conference on Computing, Communication and Automation, ICCCA 2015 (2015), 427–431. https://doi.org/10.1109/CCAA.2015.7148413
Luigi Atzori, Antonio Iera, and Giacomo Morabito. 2010. The Internet of Things: A survey. Computer Networks 54, 15 (oct 2010), 2787–2805. https://doi.org/10.1016/j.comnet.2010.05.010
Miroslav Bures, Tomas Cerny, and Bestoun S. Ahmed. 2018. Internet of Things: Current challenges in the quality assurance and testing methods. arXiv (2018), 625–634.
Louis Coetzee and Johan Eksteen. 2011. Internet of things–promise for the future? An Introduction. (2011).
Mariela Cortés, Raphael Saraiva, Marcia Souza, Patricia Mello, and Pamella Soares. 2019. Adoption of software testing in internet of things: a systematic literature mapping. In Proceedings of the IV Brazilian Symposium on Systematic and Automated Software Testing.
Ricardo Theis Geraldi, Sheila Reinehr, and Andreia Malucelli. 2020. Software product line applied to the internet of things: A systematic literature review. Information and Software Technology 124, February (2020), 106293. https://doi.org/10.1016/j.infsof.2020.106293
Richard Grimmett. 2015. Raspberry Pi robotics projects. Packt Publishing Ltd.
Jayavardhana Gubbi, Rajkumar Buyya, Slaven Marusic, and Marimuthu Palaniswami. 2013. Internet of Things (IoT): A vision, architectural elements, and future directions. Future generation computer systems 29, 7 (2013), 1645–1660. https://doi.org/10.1016/j.future.2013.01.010
Jenalea Howell. [n.d.]. Number of Connected IoT Devices Will Surge to 125 Billion by 2030, IHS Markit Says. [link].
Mehdi Imani, Abolfazl Qiasi Moghadam, Nasrin Zarif, Maaruf Ali, Omekolsoom Noshiri, Kimia Faramarzi, Hamid Arabnia, and Majid Joudaki. 2018. A comprehensive survey on addressing methods in the Internet of Things. arXiv preprint arXiv:1807.02173(2018).
ISO 25010:2011 2011. ISO25010 - Systems and software engineering — Systems and software Quality Requirements and Evaluation (SQuaRE) — System and software quality models. Standard. International Organization for Standardization.
Adeel Javed. 2016. Building Arduino projects for the Internet of Things: experiments with real-world applications. Apress.
Barbara Kitchenham, O. Pearl Brereton, David Budgen, Mark Turner, John Bailey, and Stephen Linkman. 2009. Systematic literature reviews in software engineering - A systematic literature review. Information and Software Technology 51, 1 (2009), 7–15. https://doi.org/10.1016/j.infsof.2008.09.009
Barbara A. Kitchenham, David Budgen, and O. Pearl Brereton. 2010. The value of mapping studies – A participant-observer case study. (2010). https://doi.org/10.14236/ewic/ease2010.4
Hari Kishan Kondaveeti, Nandeesh Kumar Kumaravelu, Sunny Dayal Vanambathina, Sudha Ellison Mathe, and Suseela Vappangi. 2021. A systematic literature review on prototyping with Arduino: Applications, challenges, advantages, and limitations. Computer Science Review 40 (2021), 100364. https://doi.org/10.1016/j.cosrev.2021.100364
Mohit Kuri, Sai Anirudh Karre, and Y Raghu Reddy. 2021. Understanding Software Quality Metrics for Virtual Reality Products - A Mapping Study. In 14th Innovations in Software Engineering Conference (Formerly Known as India Software Engineering Conference)(ISEC 2021). Association for Computing Machinery, New York, NY, USA. https://doi.org/10.1145/3452383.3452391
JR Landis and GG Koch. 1977. Landis amd Koch1977_agreement of categorical data. Biometrics 33, 1 (1977), 159–174.
Wei Li. 1998. Another metric suite for object-oriented programming. Journal of Systems and Software 44, 2 (1998), 155–162. https://doi.org/10.1016/S0164-1212(98)10052-3
Leonardo Ribeiro Machado, Francisco J da Silva, Alex Barradas, Davi Viana, Ariel Teles, and Luciano Coutinho. 2020. Product Quality for Smart Cities Applications: A Mapping Study. In XVI Brazilian Symposium on Information Systems. 1–8.
Phu Hong Nguyen, Nicolas Ferry, Gencer Erdogan, Hui Song, Stéphane Lavirotte, Jean-Yves Tigli, and Arnor Solberg. 2019. A Systematic Mapping Study of Deployment and Orchestration Approaches for IoT.. In IoTBDS. 69–82.
Alberto S. Nuñez-Varela, Héctor G. Pérez-Gonzalez, Francisco E. Martínez-Perez, and Carlos Soubervielle-Montalvo. 2017. Source code metrics: A systematic mapping study. Journal of Systems and Software 128 (2017), 164–197. https://doi.org/10.1016/j.jss.2017.03.044
K. V.Jeeva Padmini, H. M.N. Dilum Bandara, and Indika Perera. 2015. Use of software metrics in agile software development process. MERCon 2015 - Moratuwa Engineering Research Conference (2015), 312–317. https://doi.org/10.1109/MERCon.2015.7112365
Kai Petersen, Robert Feldt, Shahid Mujtaba, and Michael Mattsson. 2008. Systematic mapping studies in software engineering. In 12th International Conference on Evaluation and Assessment in Software Engineering (EASE) 12. 1–10.
Kai Petersen, Sairam Vakkalanka, and Ludwik Kuzniarz. 2015. Guidelines for conducting systematic mapping studies in software engineering: An update. Information and Software Technology 64 (2015), 1–18. https://doi.org/10.1016/j.infsof.2015.03.007
Rafael Roberto, João Paulo Lima, and Veronica Teichrieb. 2016. Tracking for mobile devices: A systematic mapping study. Computers and Graphics (Pergamon) 56 (2016), 20–30. https://doi.org/10.1016/j.cag.2016.02.002
Paul C. Van Oorschot and Sean W. Smith. 2019. The Internet of Things: Security Challenges. IEEE Security and Privacy 17, 5 (2019), 7–9. https://doi.org/10.1109/MSEC.2019.2925918
Gary White, Vivek Nallur, and Siobhán Clarke. 2017. Quality of service approaches in IoT: A systematic mapping. Journal of Systems and Software 132 (2017), 186–203.
Sabine Wolny, Alexandra Mazak, and Bernhard Wally. 2018. An Initial Mapping Study on MDE4IoT.. In MODELS Workshops. 524–529.
Michalis Xenos, D Stavrinoudis, K Zikouli, and D Christodoulakis. 2000. Object-oriented metrics-a survey. Proceedings of the FESMA, 1–10.
Fadele Ayotunde Alaba, Mazliza Othman, Ibrahim Abaker Targio Hashem, and Faiz Alotaibi. 2017. Internet of Things security: A survey. Journal of Network and Computer Applications 88, March(2017), 10–28. https://doi.org/10.1016/j.jnca.2017.04.002
Mohsen Hallaj Asghar, Atul Negi, and Nasibeh Mohammadzadeh. 2015. Principle application and vision in Internet of Things (IoT). International Conference on Computing, Communication and Automation, ICCCA 2015 (2015), 427–431. https://doi.org/10.1109/CCAA.2015.7148413
Luigi Atzori, Antonio Iera, and Giacomo Morabito. 2010. The Internet of Things: A survey. Computer Networks 54, 15 (oct 2010), 2787–2805. https://doi.org/10.1016/j.comnet.2010.05.010
Miroslav Bures, Tomas Cerny, and Bestoun S. Ahmed. 2018. Internet of Things: Current challenges in the quality assurance and testing methods. arXiv (2018), 625–634.
Louis Coetzee and Johan Eksteen. 2011. Internet of things–promise for the future? An Introduction. (2011).
Mariela Cortés, Raphael Saraiva, Marcia Souza, Patricia Mello, and Pamella Soares. 2019. Adoption of software testing in internet of things: a systematic literature mapping. In Proceedings of the IV Brazilian Symposium on Systematic and Automated Software Testing.
Ricardo Theis Geraldi, Sheila Reinehr, and Andreia Malucelli. 2020. Software product line applied to the internet of things: A systematic literature review. Information and Software Technology 124, February (2020), 106293. https://doi.org/10.1016/j.infsof.2020.106293
Richard Grimmett. 2015. Raspberry Pi robotics projects. Packt Publishing Ltd.
Jayavardhana Gubbi, Rajkumar Buyya, Slaven Marusic, and Marimuthu Palaniswami. 2013. Internet of Things (IoT): A vision, architectural elements, and future directions. Future generation computer systems 29, 7 (2013), 1645–1660. https://doi.org/10.1016/j.future.2013.01.010
Jenalea Howell. [n.d.]. Number of Connected IoT Devices Will Surge to 125 Billion by 2030, IHS Markit Says. [link].
Mehdi Imani, Abolfazl Qiasi Moghadam, Nasrin Zarif, Maaruf Ali, Omekolsoom Noshiri, Kimia Faramarzi, Hamid Arabnia, and Majid Joudaki. 2018. A comprehensive survey on addressing methods in the Internet of Things. arXiv preprint arXiv:1807.02173(2018).
ISO 25010:2011 2011. ISO25010 - Systems and software engineering — Systems and software Quality Requirements and Evaluation (SQuaRE) — System and software quality models. Standard. International Organization for Standardization.
Adeel Javed. 2016. Building Arduino projects for the Internet of Things: experiments with real-world applications. Apress.
Barbara Kitchenham, O. Pearl Brereton, David Budgen, Mark Turner, John Bailey, and Stephen Linkman. 2009. Systematic literature reviews in software engineering - A systematic literature review. Information and Software Technology 51, 1 (2009), 7–15. https://doi.org/10.1016/j.infsof.2008.09.009
Barbara A. Kitchenham, David Budgen, and O. Pearl Brereton. 2010. The value of mapping studies – A participant-observer case study. (2010). https://doi.org/10.14236/ewic/ease2010.4
Hari Kishan Kondaveeti, Nandeesh Kumar Kumaravelu, Sunny Dayal Vanambathina, Sudha Ellison Mathe, and Suseela Vappangi. 2021. A systematic literature review on prototyping with Arduino: Applications, challenges, advantages, and limitations. Computer Science Review 40 (2021), 100364. https://doi.org/10.1016/j.cosrev.2021.100364
Mohit Kuri, Sai Anirudh Karre, and Y Raghu Reddy. 2021. Understanding Software Quality Metrics for Virtual Reality Products - A Mapping Study. In 14th Innovations in Software Engineering Conference (Formerly Known as India Software Engineering Conference)(ISEC 2021). Association for Computing Machinery, New York, NY, USA. https://doi.org/10.1145/3452383.3452391
JR Landis and GG Koch. 1977. Landis amd Koch1977_agreement of categorical data. Biometrics 33, 1 (1977), 159–174.
Wei Li. 1998. Another metric suite for object-oriented programming. Journal of Systems and Software 44, 2 (1998), 155–162. https://doi.org/10.1016/S0164-1212(98)10052-3
Leonardo Ribeiro Machado, Francisco J da Silva, Alex Barradas, Davi Viana, Ariel Teles, and Luciano Coutinho. 2020. Product Quality for Smart Cities Applications: A Mapping Study. In XVI Brazilian Symposium on Information Systems. 1–8.
Phu Hong Nguyen, Nicolas Ferry, Gencer Erdogan, Hui Song, Stéphane Lavirotte, Jean-Yves Tigli, and Arnor Solberg. 2019. A Systematic Mapping Study of Deployment and Orchestration Approaches for IoT.. In IoTBDS. 69–82.
Alberto S. Nuñez-Varela, Héctor G. Pérez-Gonzalez, Francisco E. Martínez-Perez, and Carlos Soubervielle-Montalvo. 2017. Source code metrics: A systematic mapping study. Journal of Systems and Software 128 (2017), 164–197. https://doi.org/10.1016/j.jss.2017.03.044
K. V.Jeeva Padmini, H. M.N. Dilum Bandara, and Indika Perera. 2015. Use of software metrics in agile software development process. MERCon 2015 - Moratuwa Engineering Research Conference (2015), 312–317. https://doi.org/10.1109/MERCon.2015.7112365
Kai Petersen, Robert Feldt, Shahid Mujtaba, and Michael Mattsson. 2008. Systematic mapping studies in software engineering. In 12th International Conference on Evaluation and Assessment in Software Engineering (EASE) 12. 1–10.
Kai Petersen, Sairam Vakkalanka, and Ludwik Kuzniarz. 2015. Guidelines for conducting systematic mapping studies in software engineering: An update. Information and Software Technology 64 (2015), 1–18. https://doi.org/10.1016/j.infsof.2015.03.007
Rafael Roberto, João Paulo Lima, and Veronica Teichrieb. 2016. Tracking for mobile devices: A systematic mapping study. Computers and Graphics (Pergamon) 56 (2016), 20–30. https://doi.org/10.1016/j.cag.2016.02.002
Paul C. Van Oorschot and Sean W. Smith. 2019. The Internet of Things: Security Challenges. IEEE Security and Privacy 17, 5 (2019), 7–9. https://doi.org/10.1109/MSEC.2019.2925918
Gary White, Vivek Nallur, and Siobhán Clarke. 2017. Quality of service approaches in IoT: A systematic mapping. Journal of Systems and Software 132 (2017), 186–203.
Sabine Wolny, Alexandra Mazak, and Bernhard Wally. 2018. An Initial Mapping Study on MDE4IoT.. In MODELS Workshops. 524–529.
Michalis Xenos, D Stavrinoudis, K Zikouli, and D Christodoulakis. 2000. Object-oriented metrics-a survey. Proceedings of the FESMA, 1–10.
Publicado
16/05/2022
Como Citar
FIGUEIRA GONCALVES, Rafael; MENOLLI, André; MARCELINO DIONISIO, Gustavo.
Systematic Mapping on Internet of Things' Client-Sided Development. In: SIMPÓSIO BRASILEIRO DE SISTEMAS DE INFORMAÇÃO (SBSI), 18. , 2022, Curitiba.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2022
.
