Leveraging Artificial Intelligence for Sustainable Software Maintenance: A Case Study Approach

Chairul Rizal; Erni Marlina Saari

Leveraging Artificial Intelligence for Sustainable Software Maintenance: A Case Study Approach

Chairul Rizal, Erni Marlina Saari

Abstract

In the era of rapid technological development, software maintenance has become a major challenge, especially regarding efficiency and sustainability. Many companies need help in effectively managing the software lifecycle while considering the environmental impact and resources used. This research explores how artificial intelligence (AI) can be utilised to improve sustainability in the software maintenance process. Through a case study approach, this research examines the implementation of AI in software maintenance in several technology organisations. The research methodology combines qualitative and quantitative approaches, where data is collected through in-depth interviews, observations, and document analyses, as well as efficiency measurements through the AI algorithms used. The results showed that the application of AI in software maintenance not only improved efficiency in identifying and fixing bugs but also significantly reduced energy consumption and computing resource usage. The case study also revealed that AI can help predict maintenance needs proactively, thereby reducing the frequency of human intervention that requires more energy. Thus, this research concludes that the integration of artificial intelligence in software maintenance makes a positive contribution to sustainability, both in economic and environmental terms. The recommendation for software developers is to further adopt AI technologies in the maintenance process to improve long-term operational sustainability.

Keywords

Artificial Intelligence; Sustainable Software Engineering; AI-Driven Software Optimization; Green Computing and Software Sustainability; Case Study.

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References

Hasan, M., Suhermanto, S., & Suharmanto, S. (2021). Keamanan sistem perangkat lunak dengan secure software development lifecycle. Jurnal Ilmu Komputer Dan Bisnis, 12(1), 88-101. https://doi.org/10.47927/jikb.v12i1.95

Heristian, S. and Erawati, W. (2019). Systematic literature review of software process improvement models in a small company. Cess (Journal of Computer Engineering System and Science), 4(2), 125. https://doi.org/10.24114/cess.v4i2.12695

Parlika, R. (2023). Pengukuran kualitas perangkat lunak website pendataan ekskul siswa menggunakan function point. Jurnal Ilmiah Informatika, 11(01), 1-14. https://doi.org/10.33884/jif.v11i01.5578

Perwitasari, A. and Irwansyah, M. (2021). Model prototipe dan analisis use case pada rekayasa kebutuhan perangkat lunak pengajuan dokumen kependudukan. Jurnal Edukasi Dan Penelitian Informatika (Jepin), 7(2), 175. https://doi.org/10.26418/jp.v7i2.47976

Taju, S. (2023). Mengakselerasi keterampilan rekayasa perangkat lunak: peranan devops, sdlc, dan ci/cd dalam meningkatkan kompetensi siswa smk n 1 pusomaen. SSJ, 2(1), 119-128. https://doi.org/10.31154/servitium.v2i1.24

Toba, H., Gautama, T., Narabel, J., Widjaja, A., & Sujadi, S. (2022). Evaluasi metodologi ci/cd untuk pengembangan perangkat lunak dalam perkuliahan. Jurnal Edukasi Dan Penelitian Informatika (Jepin), 8(2), 227. https://doi.org/10.26418/jp.v8i2.51992

Wicaksono, S., Valentina, I., Ekadana, F., & Chandra, M. (2021). Pengukuran kualitas perangkat lunak menggunakan function point analysis (studi kasus: fishbowl). Decode Jurnal Pendidikan Teknologi Informasi, 1(2), 43-49. https://doi.org/10.51454/decode.v1i2.8

Widodo, W. (2016). Evaluasi proses pengembangan perangkat lunak pada virtual team development menggunakan cmmi versi 1.3. Jurnal Informatika, 10(1). https://doi.org/10.26555/jifo.v10i1.a3345

Bolung, M. and Tampangela, H. (2017). Analisa penggunaan metodologi pengembangan perangkat lunak. Jurnal Eltikom, 1(1), 1-10. https://doi.org/10.31961/eltikom.v1i1.1

Budi, D., Siswa, T., & Abijono, H. (2017). Analisis pemilihan penerapan proyek metodologi pengembangan rekayasa perangkat lunak. Teknika, 5(1), 24-31. https://doi.org/10.34148/teknika.v5i1.48

Dewi, K., Ciptayani, P., & Wijaya, I. (2018). Agile project management pada pengembangan e-musrenbang kelurahan benoa bali. Jurnal Teknologi Informasi Dan Ilmu Komputer, 5(6), 723-730. https://doi.org/10.25126/jtiik.2018561143

Gunawan, R., Napianto, R., Borman, R., & Hanifah, I. (2020). Penerapan pengembangan sistem extreme programming pada aplikasi pencarian dokter spesialis di bandarlampung berbasis android. Format Jurnal Ilmiah Teknik Informatika, 8(2), 148. https://doi.org/10.22441/format.2019.v8.i2.008

Mahendri, R. (2023). Penerapan teknologi single page application (spa) pada aplikasi lelang barang secondhand berbasis website. Voteteknika (Vocational Teknik Elektronika Dan Informatika), 11(3), 240. https://doi.org/10.24036/voteteknika.v11i3.122337

Paksi, A., Hafidhoh, N., & Bimonugroho, S. (2023). Perbandingan model pengembangan perangkat lunak untuk proyek tugas akhir program vokasi. Jurnal Masyarakat Informatika, 14(1), 70-79. https://doi.org/10.14710/jmasif.14.1.52752

Parlika, R. (2023). Pengukuran kualitas perangkat lunak website pendataan ekskul siswa menggunakan function point. Jurnal Ilmiah Informatika, 11(01), 1-14. https://doi.org/10.33884/jif.v11i01.5578

Setiadi, T. (2023). Penerapan analytic hierarchy process dengan metode penilaian tertimbang menggabungkan sistem hybrid knowledge based untuk pemilihan aplikasi. Jurnal Ilmiah Sistem Informasi, 2(3), 27-36. https://doi.org/10.51903/juisi.v2i3.794

Supriyatna, A. (2018). Metode extreme programming pada pembangunan web aplikasi seleksi peserta pelatihan kerja. Jurnal Teknik Informatika, 11(1), 1-18. https://doi.org/10.15408/jti.v11i1.6628

Chitchyan, R., Becker, C., Betz, S., Duboc, L., Penzenstadler, B., Seyff, N., … & Venters, C. C. (2016). Sustainability design in requirements engineering. Proceedings of the 38th International Conference on Software Engineering Companion. https://doi.org/10.1145/2889160.2889217

Penzenstadler, B. and Fleischmann, A. (2011). Teach sustainability in software engineering?. 2011 24th IEEE-CS Conference on Software Engineering Education and Training (CSEE&T). https://doi.org/10.1109/cseet.2011.5876124

Cai, Y. (2010). Integrating sustainability into undergraduate computing education. Proceedings of the 41st ACM Technical Symposium on Computer Science Education. https://doi.org/10.1145/1734263.1734439

Palacin-Silva, M., Ahmed, S., & Porras, J. (2018). Infusing sustainability into software engineering education: lessons learned from capstone projects. Journal of Cleaner Production, 172, 4338-4347. https://doi.org/10.1016/j.jclepro.2017.06.078

Penzenstadler, B., Bauer, V., Calero, C., & Franch, X. (2012). Sustainability in software engineering: a systematic literature review. 16th International Conference on Evaluation &Amp; Assessment in Software Engineering (EASE 2012). https://doi.org/10.1049/ic.2012.0004

Bielefeldt, A. R. (2013). Pedagogies to achieve sustainability learning outcomes in civil and environmental engineering students. Sustainability, 5(10), 4479-4501. https://doi.org/10.3390/su5104479

Penzenstadler, B. (2013). Towards a definition of sustainability in and for software engineering. Proceedings of the 28th Annual ACM Symposium on Applied Computing. https://doi.org/10.1145/2480362.2480585

Seyff, N., Penzenstadler, B., Betz, S., Brooks, I., Oyedeji, S., Porras, J., … & Venters, C. C. (2021). The elephant in the room - educating practitioners on software development for sustainability. 2021 IEEE/ACM International Workshop on Body of Knowledge for Software Sustainability (BoKSS). https://doi.org/10.1109/bokss52540.2021.00017

Naumann, S., Kern, E., Dick, M., & Johann, T. (2014). Sustainable software engineering: process and quality models, life cycle, and social aspects. Advances in Intelligent Systems and Computing, 191-205. https://doi.org/10.1007/978-3-319-09228-7_11

Sriraman, G. and Raghunathan, S. (2023). A systems thinking approach to improve sustainability in software engineering—a grounded capability maturity framework. Sustainability, 15(11), 8766. https://doi.org/10.3390/su15118766

Rashid, N. and Khan, S. U. (2018). Agile practices for global software development vendors in the development of green and sustainable software. Journal of Software: Evolution and Process, 30(10). https://doi.org/10.1002/smr.1964

Nazir, S., Fatima, N., Chuprat, S., Sarkan, H. M., Nurulhuda, F., & Sjarif, N. N. A. (2020). Sustainable software engineering:a perspective of individual sustainability. International Journal on Advanced Science, Engineering and Information Technology, 10(2), 676-683. https://doi.org/10.18517/ijaseit.10.2.10190

Becker, C., Chitchyan, R., Duboc, L., Easterbrook, S., Penzenstadler, B., Seyff, N., … & Venters, C. C. (2015). Sustainability design and software: the Karlskrona manifesto. 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering. https://doi.org/10.1109/icse.2015.179

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