Sustainable Cloud
This project aims to develop a sustainability-aware architecting framework speci...
Funding
NWO
Status
In Progress
- Research
Research
Active Projects
Detecting Similarities between Software Systems Based on NLP Techniques
This project aims to form clusters of similarly scoped software systems, based o...
Funding
Status
In Progress
The Impact of Natural Language Processing Approach on the Detection of Technical Debt
This project aims to increase the accuracy of automatic classification and, thro...
Funding
Kemendikbudristek
Status
In Progress
Past Projects
Recent Publications
See the complete list here.
Mining for cost awareness in the infrastructure as code artifacts of cloud-based applications: An exploratory study
Feitosa, D., Penca, M., Berardi, B., Boza, R-D. & Andrikopoulos, V., 2024, In: Journal of Systems and Software. 215, 14 p., 112112.Architecting for sustainability of and in the cloud: A systematic literature review
Ahmadisakha, S. & Andrikopoulos, V., 2024, In: Information and Software Technology. 171, 19 p., 107459.Pattern-based serverless data processing pipelines for Function-as-a-Service orchestration systems
Mathew, A., Andrikopoulos, V., Blaauw, F. J. & Karastoyanova, D., 2024, In: Future generation computer systems. 154, p. 87-100 14 p.What Do You Mean by Memory? When Engineers Are Lost in the Maze of Complexity
Kudrjavets, G., Kumar, A., Thomas, J. & Rastogi, A., 2024, ICSE-SEIP '24: Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice. ACM Press, p. 405-407 3 p.The Devil Is in the Command Line: Associating the Compiler Flags With the Binary and Build Metadata
Kudrjavets, G., Kumar, A., Thomas, J. & Rastogi, A., 2024, ICSE-SEIP '24: Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice. ACM Press, p. 134-136 3 p.Technical debt management automation: State of the art and future perspectives
Biazotto, J. P., Feitosa, D., Avgeriou, P. & Nakagawa, E. Y., 2024, In: Information and Software Technology. 167, 20 p., 107375.A Cost-Sensitive Machine Learning Model With Multitask Learning for Intrusion Detection in IoT
Telikani, A., Rudbardeh, N. E., Soleymanpour, S., Shahbahrami, A., Shen, J., Gaydadjiev, G. & Hassanpour, R., 2024, In: Ieee transactions on industrial informatics. 20, 3, p. 3880-3890 11 p.A metrics-based approach for selecting among various refactoring candidates
Nikolaidis, N., Mittas, N., Ampatzoglou, A., Feitosa, D. & Chatzigeorgiou, A., 2024, In: Empirical software engineering. 29, 1, 29 p., 25.Polyglot Software Development: Wait, What?
Mussbacher, G., Combemale, B., Kienzle, J., Burgueno, L., Garcia-Dominguez, A., Jezequel, J. M., Jouneaux, G., Khelladi, D. E., Mosser, S., Pulgar, C., Sahraoui, H., Schiedermeier, M. & van der Storm, T., 2024, (E-pub ahead of print) In: Ieee software.Management of Self-Admitted Technical Debt using Machine Learning
Li, Y., 2024, [Groningen]: University of Groningen. 266 p.Technical Debt in Continuous Software Engineering: An Overview of the State of the Art and Future Trends
de Oliveira Carvalho, L., Biazotto, J. P., Feitosa, D. & Nakagawa, E., 2024, (Submitted) 2024: Proceedings of the 27th Ibero-American Conference on Software Engineering . Brazilian Computing Society (SBC), 13 p.A Comparison of the Effectiveness of ChatGPT and Co-Pilot for Generating Quality Python Code Solutions
Nikolaidis, N., Flamos, K., Gulati, K., Feitosa, D., Ampatzoglou, A. & Chatzigeorgiou, A., 2024, (E-pub ahead of print) 2024 IEEE International Conference on Software Analysis, Evolution and Reengineering - Companion (SANER-C). IEEE, p. 93-101 9 p.Multi-granular software annotation using file-level weak labelling
Sas, C. & Capiluppi, A., 2024, In: Empirical software engineering. 29, 1, 34 p., 12.Governing the use of big data and digital twin technology for sustainable tourism
Rahmadian, E., 2024, [Groningen]: University of Groningen. 189 p.Eclipse Open SmartCLIDE: An end-to-end framework for facilitating service reuse in cloud development
Nikolaidis, N., Arvanitou, E. M., Volioti, C., Maikantis, T., Ampatzoglou, A., Feitosa, D., Chatzigeorgiou, A. & Krief, P., 2024, In: Journal of Systems and Software. 207, 13 p., 111877.DebtViz: A Tool for Identifying, Measuring, Visualizing, and Monitoring Self-Admitted Technical Debt
Li, Y., Soliman, M., Avgeriou, P. & Van Ittersum, M., 2023, Proceedings - 2023 IEEE International Conference on Software Maintenance and Evolution, ICSME 2023. IEEE, p. 558-562 5 p. (Proceedings - 2023 IEEE International Conference on Software Maintenance and Evolution, ICSME 2023).Digital twins, big data governance, and sustainable tourism
Rahmadian, E. R., Feitosa, D. & Virantina, Y., 2023, In: Ethics and Information Technology. 25, 4, 61.Warnings: Violation symptoms indicating architecture erosion
Li, R., Liang, P. & Avgeriou, P., 2023, In: Information and Software Technology. 164, 13 p., 107319.Does Code Review Speed Matter for Practitioners?
Kudrjavets, G. & Rastogi, A., 2023, In: Empirical software engineering. 29, 34 p., 7.Mystical and Affective Aspects of Psychedelic Use in a Naturalistic Setting: A Linguistic Analysis of Online Experience Reports
Žuljević, M. F., Mijatović, A., Marušić, S. L., Kudrjavets, G., Buljan, I. & Hren, D., 2023, (E-pub ahead of print) In: Journal of Psychoactive Drugs. 13 p.Booting and Rebooting Academia-Industry Collaborations within Software Engineering Courses
Capiluppi, A. & Jaccheri, L., 2023, In: Ieee software. 40, 6, p. 63-71 7 p.GitRanking: A ranking of GitHub topics for software classification using active sampling
Sas, C., Capiluppi, A., Sipio, C. D., Rocco, J. D. & Di Ruscio, D., 2023, In: Software - Practice and Experience. 53, 10, p. 1982-2006 25 p.Towards Accurate and Efficient Sleep Period Detection using Wearable Devices
Jokar Jandaghi, F., Azzopardi, G. & Palotti, J., 2023, Computer Analysis of Images and Patterns: 20th International Conference, CAIP 2023 Limassol, Cyprus, September 25–28, 2023 Proceedings, Part II. Tsapatsoulis, N. (ed.). Springer, p. 43–54 12 p. (Lecture Notes in Computer Science; vol. 14185).Automatically Identifying Relations Between Self-Admitted Technical Debt Across Different Sources
Li, Y., Soliman, M. & Avgeriou, P., 2023, Proceedings - 2023 ACM/IEEE International Conference on Technical Debt, TechDebt 2023. IEEE, p. 11-21 11 p. (Proceedings - 2023 ACM/IEEE International Conference on Technical Debt, TechDebt 2023).OFraMP: a fragment-based tool to facilitate the parametrization of large molecules
Stroet, M., Caron, B., Engler, M. S., van der Woning, J., Kauffmann, A., van Dijk, M., El-Kebir, M., Visscher, K. M., Holownia, J., Macfarlane, C., Bennion, B. J., Gelpi-Dominguez, S., Lightstone, F. C., van der Storm, T., Geerke, D. P., Mark, A. E. & Klau, G. W., 2023, In: Journal of Computer-Aided Molecular Design. 37, 8, p. 357-371 15 p.An Architectural Technical Debt Index Based on Machine Learning and Architectural Smells
Sas, D. & Avgeriou, P., 2023, In: IEEE Transactions on Software Engineering. 49, 8, p. 4169-4195 27 p.A Development Example: From Conceptual Specification to OO Specification
Smedinga, R. & de Brock, B., 2023, Business Modeling and Software Design: 13th International Symposium, BMSD 2023 Utrecht, The Netherlands, July 3–5, 2023 Proceedings. Shishkov, B. (ed.). Springer, p. 340-351 12 p. (Lecture Notes in Business Information Processing ; vol. 483).Batching for Green AI -- An Exploratory Study on Inference
Yarally, T., Cruz, L., Feitosa, D., Sallou, J. & Deursen, A. V., 2023, 2023 49th Euromicro Conference on Software Engineering and Advanced Applications (SEAA).Big Data Governance: The Case of Mobile Positioning Data for Official Tourism Statistics In Indonesia
Rahmadian, E., Virantina, Y., Feitosa, D., Zwitter, A. & Kanti Lestari, T., 2023, (Accepted/In press) The 64th World Statistics Congress. ISI, 8 p.Improving hardware/software interface management in systems of systems through documentation as code
Cadavid, H., Andrikopoulos, V. & Avgeriou, P., 2023, In: Empirical software engineering. 28, 35 p., 100.Uncovering Energy-Efficient Practices in Deep Learning Training: Preliminary Steps Towards Green AI
Yarally, T., Cruz, L., Feitosa, D., Sallou, J. & Van Deursen, A., 2023, 2023 IEEE/ACM 2nd International Conference on AI Engineering – Software Engineering for AI (CAIN). IEEE, p. 25-36 12 p.From Conceptual Specification to OO Specification
de Brock, B. & Smedinga, R., 2023, Business Modeling and Software Design: 13th International Symposium, BMSD 2023 Utrecht, The Netherlands, July 3–5, 2023 Proceedings. Shishkov, B. (ed.). Cham: Springer, p. 180-199 20 p. (Lecture Notes in Business Information Processing; vol. 483).The lifecycle of Technical Debt that manifests in both source code and issue trackers
Tan, J., Feitosa, D. & Avgeriou, P., 2023, In: Information and Software Technology. 159, 14 p., 107216.Artifact Traceability in DevOps: An Industrial Experience Report
Pauzi, Z., Thind, R. & Capiluppi, A., 2023, Proceedings of EASE 2023 - Evaluation and Assessment in Software Engineering. Association for Computing Machinery, p. 180-183 4 p. (ACM International Conference Proceeding Series).Automatic identification of self-admitted technical debt from four different sources
Li, Y., Soliman, M. & Avgeriou, P., 2023, In: Empirical software engineering. 28, 3, 38 p., 65.Weak Labelling for File-level Source Code Classification
Sas, C. & Capiluppi, A., 2023, Proceedings - 2023 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2023. Zhang, T., Xia, X. & Novielli, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 698-702 5 p. (Proceedings - 2023 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2023).Self-Admitted Technical Debt in the Embedded Systems Industry: An Exploratory Case Study
Li, Y., Soliman, M., Avgeriou, P. & Somers, L., 2023, In: IEEE Transactions on Software Engineering. 49, 4, p. 2545-2565 21 p.Semantics Engineering with Concrete Syntax
van der Storm, T., 2023, Eelco Visser Commemorative Symposium, EVCS 2023. Lammel, R., Mosses, P. D. & Steimann, F. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 11 p. 28. (OpenAccess Series in Informatics; vol. 109).Eelco Visser and IFIP WG 2.16
van der Storm, T., 2023, Eelco Visser Commemorative Symposium, EVCS 2023. Lammel, R., Mosses, P. D. & Steimann, F. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 3 p. 28. (OpenAccess Series in Informatics; vol. 109).A fuzzy fine-tuned model for COVID-19 diagnosis
Esmi, N., Golshan, Y., Asadi, S., Shahbahrami, A. & Gaydadjiev, G., 2023, In: Computers in biology and medicine. 153, 13 p., 106483.Understanding, Analysis, and Handling of Software Architecture Erosion
Li, R., 2023, [Groningen]: University of Groningen. 272 p.Cross-disciplinary Architecting of Systems of Systems - Bridging the Gap
Cadavid Rengifo, H., 2023, [Groningen]: University of Groningen. 216 p.Where and What do Software Architects blog? An Exploratory Study on Architectural Knowledge in Blogs, and their Relevance to Design Steps
Soliman, M., Gericke, K. & Avgeriou, P., 2023, IEEE 20th International Conference on Software Architecture, ICSA . IEEE, p. 129-140 12 p.The Need for Speed: Increasing the Code Review Velocity
Kudrjavets, G., 2023, [Groningen]: University of Groningen. 239 p.Using improvisation theater techniques in project environments
Hoffmann, A., 2023, [Groningen]: University of Groningen. 252 p.From Descriptive to Predictive: Forecasting Emerging Research Areas in Software Traceability Using NLP from Systematic Studies
Pauzi, Z. & Capiluppi, A., 2023, Proceedings of the 18th International Conference on Evaluation of Novel Approaches to Software Engineering, ENASE 2023. Kaindl, H., Kaindl, H., Kaindl, H., Mannion, M., Maciaszek, L. & Maciaszek, L. (eds.). Science and Technology Publications, Lda, p. 538-545 8 p. (International Conference on Evaluation of Novel Approaches to Software Engineering, ENASE - Proceedings; vol. 2023-April).Datasets
Supplementary Material for Mining Cost Awareness in the Infrastructure as Code Artifacts of Cloud-based Applications
Feitosa, D. (Creator), Penca, M. (Creator), Berardi, B. (Creator), Boza, R. (Creator) & Andrikopoulos, V. (Creator), ZENODO, 2024
Replication package for identifying four types of SATD from four different sources
Li, Y. (Contributor), Soliman, M. (Contributor) & Avgeriou, P. (Contributor), ZENODO, 2022
Supplementary Material of the paper entitled "Governing Digital Twin technology on smart and sustainable tourism"
Rahmadian, E. (Contributor), Feitosa, D. (Contributor) & Zwitter, A. (Contributor), ZENODO, 2022
GitRanking: A Ranking of GitHub Topics for Software Classification using Active Sampling
Sas, C. (Contributor), Capiluppi, A. (Contributor), Di Sipio, C. (Contributor), Di Rocco, J. (Contributor) & Di Ruscio, D. (Contributor), ZENODO, 2022
Dataset for ESE submission "Pull Request Latency Explained: An Empirical Overview"
Zhang, X. (Contributor), Yu, Y. (Contributor), Wang, T. (Contributor), Rastogi, A. (Contributor) & Wang, H. (Contributor), ZENODO, 2021
The Temporality of Technical Debt Introduction on New Code and Confounding Factors
Digkas, G. (Contributor), Ampatzoglou, A. (Contributor), Chatzigeorgiou, A. (Contributor) & Avgeriou, P. (Contributor), ZENODO, 2021
Dataset for TSE submission "Pull Request Decision Explained: An Empirical Overview"
Zhang, X. (Contributor), Yu, Y. (Contributor), Gousios, G. (Contributor) & Rastogi, A. (Contributor), ZENODO, 2021
Dataset for the paper: "An Exploratory Study on Automatic Identification of Assumptions in Software Development"
Li, R. (Contributor), Liang, P. (Contributor), Yang, C. (Contributor), Digkas, G. (Contributor), Chatzigeorgiou, A. (Contributor) & Xiong, Z. (Contributor), ZENODO, 2021
Dataset of Phabricator code reviews
Kudrjavets, G. (Creator), Nagappan, N. (Contributor) & Rastogi, A. (Contributor), University of Groningen, 2021
LabelGit: A dataset for software repositories classification using attributed dependency graphs
Sas, C. (Contributor) & Capiluppi, A. (Contributor), ZENODO, 2021
Replication Package: On the relation between architectural smells and source code changes
Sas, D. (Contributor), Avgeriou, P. (Contributor), Pigazzini, I. (Contributor) & Fontana, F. A. (Contributor), ZENODO, 2021
Security vulnerabilities in open-source reused systems
Gkortzis, A. (Contributor), Feitosa, D. (Contributor) & Spinellis, D. (Contributor), ZENODO, 2020
Dataset: Security vulnerabilities in open-source reused systems
Gkortzis, A. (Creator), Feitosa, D. (Creator) & Spinellis, D. (Creator), University of Groningen, 2019
Dataset: Investigating instability architectural smells evolution: an exploratory case study
Sas, D. (Creator), Avgeriou, P. (Creator) & Arcelli Fontana, F. (Creator), University of Groningen, 2019
Dataset: Potential security vulnerabilities in open-source reused systems
Gkortzis, A. (Creator), Feitosa, D. (Creator), Avgeriou, P. (Creator) & Spinellis, D. (Creator), University of Groningen, 2019
Supplementary Material for Mining Cost Awareness in the Infrastructure as Code Artifacts of Cloud-based Applications
Feitosa, D. (Creator), Penca, M. (Creator), Berardi, B. (Creator), Boza, R. (Creator) & Andrikopoulos, V. (Creator), ZENODO, 2024
Replication package for identifying four types of SATD from four different sources
Li, Y. (Contributor), Soliman, M. (Contributor) & Avgeriou, P. (Contributor), ZENODO, 2022
Supplementary Material of the paper entitled "Governing Digital Twin technology on smart and sustainable tourism"
Rahmadian, E. (Contributor), Feitosa, D. (Contributor) & Zwitter, A. (Contributor), ZENODO, 2022
GitRanking: A Ranking of GitHub Topics for Software Classification using Active Sampling
Sas, C. (Contributor), Capiluppi, A. (Contributor), Di Sipio, C. (Contributor), Di Rocco, J. (Contributor) & Di Ruscio, D. (Contributor), ZENODO, 2022
Dataset for ESE submission "Pull Request Latency Explained: An Empirical Overview"
Zhang, X. (Contributor), Yu, Y. (Contributor), Wang, T. (Contributor), Rastogi, A. (Contributor) & Wang, H. (Contributor), ZENODO, 2021
The Temporality of Technical Debt Introduction on New Code and Confounding Factors
Digkas, G. (Contributor), Ampatzoglou, A. (Contributor), Chatzigeorgiou, A. (Contributor) & Avgeriou, P. (Contributor), ZENODO, 2021
Dataset for TSE submission "Pull Request Decision Explained: An Empirical Overview"
Zhang, X. (Contributor), Yu, Y. (Contributor), Gousios, G. (Contributor) & Rastogi, A. (Contributor), ZENODO, 2021
Dataset for the paper: "An Exploratory Study on Automatic Identification of Assumptions in Software Development"
Li, R. (Contributor), Liang, P. (Contributor), Yang, C. (Contributor), Digkas, G. (Contributor), Chatzigeorgiou, A. (Contributor) & Xiong, Z. (Contributor), ZENODO, 2021
Dataset of Phabricator code reviews
Kudrjavets, G. (Creator), Nagappan, N. (Contributor) & Rastogi, A. (Contributor), University of Groningen, 2021
LabelGit: A dataset for software repositories classification using attributed dependency graphs
Sas, C. (Contributor) & Capiluppi, A. (Contributor), ZENODO, 2021
Replication Package: On the relation between architectural smells and source code changes
Sas, D. (Contributor), Avgeriou, P. (Contributor), Pigazzini, I. (Contributor) & Fontana, F. A. (Contributor), ZENODO, 2021
Security vulnerabilities in open-source reused systems
Gkortzis, A. (Contributor), Feitosa, D. (Contributor) & Spinellis, D. (Contributor), ZENODO, 2020
Dataset: Security vulnerabilities in open-source reused systems
Gkortzis, A. (Creator), Feitosa, D. (Creator) & Spinellis, D. (Creator), University of Groningen, 2019
Dataset: Investigating instability architectural smells evolution: an exploratory case study
Sas, D. (Creator), Avgeriou, P. (Creator) & Arcelli Fontana, F. (Creator), University of Groningen, 2019
Dataset: Potential security vulnerabilities in open-source reused systems
Gkortzis, A. (Creator), Feitosa, D. (Creator), Avgeriou, P. (Creator) & Spinellis, D. (Creator), University of Groningen, 2019