Software and Sustainability (S2)

Research output

Research output per year 1987 1999 2000 2006 2007 2008 2009 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 702 Conference contribution
• 441 Article
• 68 Chapter
• 39 PhD-Thesis - Research and graduation internal
• 138 More
  • 27 Report
  • 24 Book
  • 23 Foreword/postscript
  • 19 Paper
  • 8 Book (Editorship)
  • 7 Abstract
  • 6 Editorial
  • 6 Review article
  • 4 Patent
  • 3 PhD-Thesis – Research external, graduation internal
  • 3 Preprint
  • 2 Poster
  • 1 Inaugural speech
  • 1 Exhibition
  • 1 Web publication or Website
  • 1 PhD-Thesis – Research internal, graduation external
  • 1 PhD-Thesis – Research and graduation external
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2025

  A Model-Based Approach to Experiment-Driven Evolution of ML Workflows

  Hnětynka, P., Bureš, T., Gerostathopoulos, I., Abdullah, M. & Rajenthiram, K., 2025, Proceedings of the 13th International Conference on Model-Based Software and Systems Engineering: Volume 1. Ciccozzi, F., Pires, L. F. & Bordeleau, F. (eds.). SciTePress, Vol. 1. p. 354-362 9 p. (International Conference on Model-Driven Engineering and Software Development).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Machine Learning 100%
  • Learning System 100%
  • Use Case 16%
  • Driven Approach 16%
  • Support Project 16%

• Challenges in Incorporating Sustainability Practices in the Software Lifecycle

  Bamiduro, M., Fatima, I., Lago, P. & Vos, S., 2025, Software Business: 15th International Conference, ICSOB 2024, Utrecht, The Netherlands, November 18–20, 2024, Proceedings. Papatheocharous, E., Farshidi, S., Jansen, S. & Hyrynsalmi, S. (eds.). Springer Nature, p. 284-290 7 p. (Lecture Notes in Business Information Processing; vol. 539 LNBIP)(ICSOB: International Conference on Software Business; vol. 2024).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Measurement Tool 100%
  • Organizational Culture 100%
  • Software Lifecycle 100%
  • Business Operation 100%
  • Cultural Change 100%
  130 Downloads (Pure)

• Designing for Sustainability When Architecture Standards are Involved: An Industrial Case Study

  Funke, M., Saha, P. & Lago, P., 2025, Software Business: 15th International Conference, ICSOB 2024, Utrecht, The Netherlands, November 18–20, 2024, Proceedings. Papatheocharous, E., Farshidi, S., Jansen, S. & Hyrynsalmi, S. (eds.). Springer Nature, p. 268-283 16 p. (Lecture Notes in Business Information Processing; vol. 539 LNBIP)(ICSOB: International Conference on Software Business; vol. 2024).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  File

  • Software Architecture 100%
  • Case Study 100%
  • Decision-Making 66%
  • Software Systems 33%
  • Industrial Case 33%
  50 Downloads (Pure)

• Investigating Transparency in Software Ecosystems Portals from the Point of View of Developer Experience

  Zacarias, R. O., dos Santos, R. P. & Lago, P., 2025, ICSOB-C 2024 Software Business: PhD Retreat and Posters & Demos Track 2024: Companion Proceedings of the 15th International Conference on Software Business (PhD Retreat, Posters & Demos Track) Utrecht, the Netherlands, November 18-20, 2024. Deekshitha, Santos, R., Khanna, D. & Elshan, E. (eds.). CEUR-WS, p. 1-9 9 p. (CEUR Workshop Proceedings; vol. 3921).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Third Party Developer 100%
  • Software Developer 33%

• System-Level Timing Performance Estimation Based on a Unifying HW/SW Performance Metric

  Muttillo, V., Stoico, V., Valente, G., Santic, M., Pomante, L. & Frigioni, D., 2025, 16th Workshop on Parallel Programming and Run-Time Management Techniques for Many-Core Architectures and 14th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms, PARMA-DITAM 2025. Cattaneo, D., Fazio, M., Kosmidis, L. & Morabito, G. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 1-14 14 p. 3. (OpenAccess Series in Informatics; vol. 127).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Performance Metric 100%
  • Estimation Performance 100%
  • Execution Time 66%
  • Participatory Design 33%
  • Non-Functional Requirement 33%

• Towards an Architectural Perspective for Sustainability

  Funke, M. & Lago, P., 2025, ICSOB-C 2024 Software Business: PhD Retreat and Posters & Demos Track 2024: Companion Proceedings of the 15th International Conference on Software Business (PhD Retreat, Posters & Demos Track) Utrecht, the Netherlands, November 18–20, 2024. Deekshitha, Santos, R., Khanna, D. & Elshan, E. (eds.). CEUR-WS, p. 1-5 5 p. (CEUR Workshop Proceedings; vol. 3921).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Software Architecture 100%
  • Architectural Perspective 100%
  • Software Architect 50%
  • Intensive System 50%
  • Architecture Process 50%

• What Affects Developer Experience in Software Platforms?

  Zacarias, R. O., Antunes, L. C. R., da Rocha Seruffo, M. C., dos Santos, R. P. & Lago, P., 2025, Software Business: 15th International Conference, ICSOB 2024, Utrecht, The Netherlands, November 18–20, 2024, Proceedings. Papatheocharous, E., Farshidi, S., Jansen, S. & Hyrynsalmi, S. (eds.). 1 ed. Springer Nature, p. 83-88 6 p. (Lecture Notes in Business Information Processing; vol. 539 LNBIP)(ICSOB: International Conference on Software Business; vol. 2024).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • Software Platform 100%
  • Software Practitioner 16%
  • Development Process 16%
• 2024

  An Empirical Study on the Energy Usage and Performance of Pandas and Polars Data Analysis Python Libraries

  Nahrstedt, F., Karmouche, M., Bargieł, K., Banijamali, P., Nalini Pradeep Kumar, A. & Malavolta, I., 18 Jun 2024, EASE 2024: Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering. Association for Computing Machinery, p. 58-68 11 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Energy Efficient 100%
  • Synthetic Data 66%
  • Data Manipulation 33%
  • Software Development Tool 33%
  • Negative Correlation 33%
  42 Downloads (Pure)

• Sustainability Integration of Artificial Intelligence into the Software Development Life Cycle

  Trinh, E., Funke, M., Lago, P. & Bogner, J., 7 Apr 2024, (Accepted/In press) 8th International Workshop on Green and Sustainable Software (GREENS’24).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Software Development Lifecycle 100%
  • Artificial Intelligence 100%
  • Life Cycle 100%
  • Energy Efficiency 33%
  • Multiple Dimension 16%
  517 Downloads (Pure)

• An Empirical Evaluation of the Energy Consumption of using Web Push APIs in Mobile Web Apps - The Case of Telegram

  Chen, Y., Liao, J., Cai, S., Zhao, Y., Tong, Y., Kulkarni, I. & Malavolta, I., Apr 2024, MOBILESoft '24: Proceedings of the IEEE/ACM 11th International Conference on Mobile Software Engineering and Systems. Association for Computing Machinery, Inc, p. 22-32 11 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Energy Consumption 100%
  • Informed Decision 11%
  • Internet Technology 11%
  • Lower Energy Consumption 11%
  • Android 11%

• A Controlled Experiment on the Energy Efficiency of the Source Code Generated by Code Llama

  Cursaru, V. A., Duits, L., Milligan, J., Ural, D., Sanchez, B. R., Stoico, V. & Malavolta, I., 2024, Quality of Information and Communications Technology: 17th International Conference on the Quality of Information and Communications Technology, QUATIC 2024, Pisa, Italy, September 11–13, 2024, Proceedings. Bertolino, A., Pascoal Faria, J., Lago, P. & Semini, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 161-176 16 p. (Communications in Computer and Information Science; vol. 2178 CCIS)(QUATIC: International Conference on the Quality of Information and Communications Technology; vol. 2024).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Energy Efficiency 100%
  • Large Language Model 50%
  • Source Codes 37%
  • Energy Efficient 25%
  • Software Development 12%
  1 Downloads (Pure)

• Adaptive Strategies Metric Suite

  Kraaijveld, K. & Raibulet, C., 2024, Evaluation of Novel Approaches to Software Engineering: 18th International Conference, ENASE 2023, Prague, Czech Republic, April 24–25, 2023, Revised Selected Papers. Kaindl, H., Mannion, M. & Maciaszek, L. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 296-320 25 p. (Communications in Computer and Information Science; vol. 2028 CCIS).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Self-Adaptive System 100%
  • Common Mechanism 25%
  • Software Metric 25%
  • Execution Environments 25%
  • Dynamic Property 25%
  19 Downloads (Pure)

• Analyzing the Evolution and Maintenance of ML Models on Hugging Face

  Castano, J., Martinez-Fernandez, S., Franch, X. & Bogner, J., 2024, MSR 2024: Proceedings of the 21st International Conference on Mining Software Repositories. Institute of Electrical and Electronics Engineers Inc., p. 607-618 12 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Model Development 20%
  • Development Stage 20%
  • Software Maintenance 20%
  • Software Library 20%
  16 Downloads (Pure)

• An Analysis of MLOps Architectures: A Systematic Mapping Study

  Amou Najafabadi, F., Bogner, J., Gerostathopoulos, I. & Lago, P., 2024, Software Architecture: 18th European Conference, ECSA 2024, Luxembourg City, Luxembourg, September 3–6, 2024, Proceedings. Galster, M., Scandurra, P., Mikkonen, T., Oliveira Antonino, P., Nakagawa, E. Y. & Navarro, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 69-85 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14889 LNCS)(ECSA: European Conference on Software Architecture; vol. 2024).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Systematic Mapping Study 100%
  • Operation Architecture 100%
  • Machine Learning 100%
  • Learning System 100%
  • Architecture Design 22%
  81 Downloads (Pure)

• An Empirical Study on the Impact of CSS Prefixes on the Energy Consumption and Performance of Mobile Web Apps

  Bogdan, A. & Malavolta, I., 2024, MOBILESoft '24: Proceedings of the IEEE/ACM 11th International Conference on Mobile Software Engineering and Systems. Association for Computing Machinery, Inc, p. 12-21 10 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Energy Consumption 100%
  • Energy Performance 100%
  • Targeted Device 16%
  • Negative Impact 16%
  • Android 16%

• Anomaly Detection and Root Cause Analysis of Microservices Energy Consumption

  Floroiu, M. S., Russo, S., Giamattei, L., Guerriero, A., Malavolta, I. & Pietrantuono, R., 2024, 2024 IEEE International Conference on Web Services (ICWS): [Proceedings]. Chang, R. N., Chang, C. K., Jiang, Z., Yang, J., Jin, Z., Sheng, M., Fan, J., Fletcher, K. K., He, Q., He, Q., Ardagna, C., Yang, J., Yin, J., Wang, Z., Beheshti, A., Russo, S., Atukorala, N., Wu, J., Yu, P. S., Ludwig, H., Reiff-Marganiec, S., Zhang, E., Sailer, A., Bena, N., Li, K., Watanabe, Y., Zhao, T., Wang, S., Tu, Z., Wang, Y. & Wei, K. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 590-600 11 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Energy Consumption 100%
  • Energy Utilization 100%
  • Crossover 33%
  • Data Center 33%
  • Diagnosis Algorithm 14%

• Apples, Oranges, and Software Engineering: Study Selection Challenges for Secondary Research on Latent Variables

  Wyrich, M., Baron, M. M. & Bogner, J., 2024, WSESE '24: Proceedings of the 1st IEEE/ACM International Workshop on Methodological Issues with Empirical Studies in Software Engineering. ACM Digital Library, p. 42-47 6 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Secondary Research 100%

• Architecting for Sustainability with the SAF Toolkit

  Lago, P., Funke, M. & Fatima, I., 2024, 2024 IEEE 21st International Conference on Software Architecture Companion (ICSA-C): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 379-380 2 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Open Source 100%
  • Sustainability Goal 100%
  • Software Architecture 100%
  • software architecture design 100%
  • Decision-Making 100%
  1 Downloads (Pure)

• Architectural Views: The State of Practice in Open-Source Software Projects

  Migliorini, S., Verdecchia, R., Malavolta, I., Lago, P. & Vicario, E., 2024, Software Architecture: 18th European Conference, ECSA 2024, Luxembourg City, Luxembourg, September 3–6, 2024, Proceedings. Galster, M., Scandurra, P., Mikkonen, T., Oliveira Antonino, P., Nakagawa, E. Y. & Navarro, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 396-415 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14889 LNCS)(ECSA: European Conference on Software Architecture ; vol. 2024).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Software Project 100%
  • Source Software 100%
  • Architectural View 100%
  • Open Source Project 18%
  • Syntactics 9%
  1 Downloads (Pure)

• A Synthesis of Green Architectural Tactics for ML-Enabled Systems

  Järvenpää, H., Lago, P., Bogner, J., Lewis, G., Muccini, H. & Ozkaya, I., 2024, ICSE-SEIS'24: Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Society. IEEE Computer Society, p. 130-141 12 p. (Proceedings - International Conference on Software Engineering).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Architectural Tactic 100%
  • Machine Learning 100%
  • Artificial Intelligence 100%
  • Learning System 100%
  • Energy Footprint 40%

• A Taxonomy for Platform Revenue Models: An Empirical-to-Conceptual Development Approach

  Bartels, N., Koch, M., Schmitt, A. & Gordijn, J., 2024, Enterprise Design, Operations, and Computing: 27th International Conference, EDOC 2023, Groningen, The Netherlands, October 30 – November 3, 2023, Proceedings. Proper, H. A., Pufahl, L., Karastoyanova, D., van Sinderen, M. & Moreira, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 189-205 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14367 LNCS).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Business Models 100%
  • Development Approach 100%
  • Platform Business 100%
  • Business Model 100%
  • Conceptual Development 100%
  42 Downloads (Pure)

• Balancing Progress and Responsibility: A Synthesis of Sustainability Trade-Offs of AI-Based Systems

  Kumar, A. N. P., Bogner, J., Funke, M. & Lago, P., 2024, 2024 IEEE 21st International Conference on Software Architecture Companion (ICSA-C): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 207-214 8 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Artificial Intelligence 100%
  • Health Care Cost 100%
  • Practitioners 33%
  • Wellbeing 25%
  • Decision Making 25%
  5 Downloads (Pure)

• Beyond Self-Promotion: How Software Engineering Research Is Discussed on LinkedIn

  Wyrich, M. & Bogner, J., 2024, ICSE-SEIS'24: Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Society. ACM Digital Library, p. 85-95 11 p. (Proceedings - International Conference on Software Engineering).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Engineering Research 100%
  • Science Communication 33%
  • Software Practitioner 33%

• Do User Backgrounds Matter? Impact of Gender and Countries on App Reviews and Tweets

  Fischer, R. A. L., Tabbassum, S. & Guzmán, E., 2024, 2024 IEEE 32nd International Requirements Engineering Conference Workshops (REW): [Proceedings]. Liebel, G., Hadar, I. & Spoletini, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 119-127 9 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Software Development 100%
  • Raise Awareness 100%
  • Exploratory Study 100%
  • Software Requirements 100%
  • Demographic Factor 100%
  1 Downloads (Pure)

• Electron vs. Web: A Comparative Analysis of Energy and Performance in Communication Apps

  Thangadurai, J., Saha, P., Rupanya, K., Naeem, R., Enriquez, A., Scoccia, G. L., Martinez, M. & Malavolta, I., 2024, Quality of Information and Communications Technology: 17th International Conference on the Quality of Information and Communications Technology, QUATIC 2024, Pisa, Italy, September 11–13, 2024, Proceedings. Bertolino, A., Pascoal Faria, J., Lago, P. & Semini, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 177-193 17 p. (Communications in Computer and Information Science; vol. 2178 CCIS)(QUATIC: International Conference on the Quality of Information and Communications Technology; vol. 2024).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Network Usage 100%
  • Design Experiment 100%
  • Web Browser 100%
  • Collaboration and Communication 100%
  • Desktop Application 100%
  6 Downloads (Pure)

• ExpEngine: A Tool for Data Analytics Workflow Optimization Through User-Driven Experimentation

  Rajenthiram, K., Abdullah, M., Gerostathopoulos, I., Hnetynka, P. & Bures, T., 2024, 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 182-183 2 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • Automated Machine Learning 100%

• Experience 2.0 and Beyond - Engineering Cross Devices and Multiple Realities

  Van Der Veer, G. C., Humayoun, S. R., Memmesheimer, V. M. & Ebert, A., 2024, EICS 2024 Companion: Companion Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems. Association for Computing Machinery, Inc, p. 108-110 3 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • 3d user interface 100%
  5 Downloads (Pure)

• Experimental Evaluation of Energy Efficiency Tactics in Industry: Results and Lessons Learned

  Funke, M., Lago, P., Adenekan, E., Malavolta, I. & Heitlager, I., 2024, 2024 IEEE 21st International Conference on Software Architecture (ICSA): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 170-181 12 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Energy Efficiency 100%
  • Individual Context 20%
  • software architecture design 20%
  • Decision-Making 20%
  291 Downloads (Pure)

• Expert Monitoring: Human-Centered Concept Drift Detection in Machine Learning Operations

  Leest, J., Raibulet, C., Gerostathopoulos, I. & Lago, P., 2024, ICSE-NIER'24: Proceedings of the 2024 ACM/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results. IEEE Computer Society, p. 1-5 5 p. (Proceedings - International Conference on Software Engineering).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Machine Learning 100%
  • Concept Drift 100%
  • Domain Expertise 100%
  • Concept Drift Detection 100%

• Exploring the Impact of K-Anonymisation on the Energy Efficiency of Machine Learning Algorithms

  Zemanek, V., Hu, Y., De Reus, P., Oprescu, A. & Malavolta, I., 2024, 2024 10th International Conference on ICT for Sustainability (ICT4S): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 128-137 10 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • Machine Learning Algorithm 100%
  • Anonymization 100%
  • Energy Consumption 100%
  • Energy Efficiency 100%
  • Logistic Regression 100%

• Exploring Transparency as a Sustainability Goal in Software Ecosystems

  Zacarias, R. O., Santos, R. P. D. & Lago, P., 2024, SESoS '24: Proceedings of the 12th ACM/IEEE International Workshop on Software Engineering for Systems-of-Systems and Software Ecosystems. Association for Computing Machinery, Inc, p. 45-52 8 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Sustainability Goal 100%
  • Environmental Impact Assessment 100%
  • Coordination Mechanism 50%
  • Relationship Model 50%
  • Facilitate Understanding 50%
  16 Downloads (Pure)

• Extraction Mechanisms in Digital Business Models

  Wieringa, R. & Gordijn, J., 2024, 2024 26th International Conference on Business Informatics (CBI): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 119-128 10 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • Illustrates 100%
  • Dominant Player 100%
  • Business Models 100%

• How Do Microservice API Patterns Impact Understandability? A Controlled Experiment

  Bogner, J., Wójcik, P. & Zimmermann, O., 2024, 2024 IEEE 21st International Conference on Software Architecture (ICSA): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 158-169 12 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Application Programming Interface 100%
  • Understandability 100%
  • Microservice 100%
  • Interface Design 14%
  • Professional Experience 14%
  2 Downloads (Pure)

• How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection

  Omar, R., Bogner, J., Leest, J., Stoico, V., Lago, P. & Muccini, H., 2024, Proceedings - 2024 10th International Conference on ICT for Sustainability, ICT4S 2024. Institute of Electrical and Electronics Engineers Inc., p. 172-182 11 p. (Proceedings - 2024 10th International Conference on ICT for Sustainability, ICT4S 2024).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Energy Efficiency 100%
  • Base Classifier 33%
  • Model Prediction 16%
  • Common Method 16%
  • Good Accuracy 16%

• Identifying architectural design decisions for achieving green ML serving

  Durán, F., Martinez-Fernandez, S., Martinez, M. & Lago, P., 2024, CAIN 2024: Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI April 2024. Association for Computing Machinery, Inc, p. 18-23 6 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • architectural design decision 100%
  • Machine Learning 100%
  • Quality Characteristic 14%
  • Architecture Design 7%
  • Training Phase 7%
  19 Downloads (Pure)

• Identifying Performance Issues in Microservice Architectures through Causal Reasoning

  Giamattei, L., Guerriero, A., Malavolta, I., Mascia, C., Pietrantuono, R. & Russo, S., 2024, AST '24: Proceedings of the 5th ACM/IEEE International Conference on Automation of Software Test (AST 2024). Association for Computing Machinery, Inc, p. 149-153 5 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Microservice Architecture 100%
  • Performance Issue 100%
  • User Satisfaction 20%
  • Operational Condition 20%
  • Workload Generation 20%

• MAPE-K Based Guidelines for Designing Reactive and Proactive Self-adaptive Systems

  Jilderda, H. & Raibulet, C., 2024, Software Architecture. ECSA 2023 Tracks, Workshops, and Doctoral Symposium: Istanbul, Turkey, September 18–22, 2023, Revised Selected Papers. Tekinerdoğan, B., Spalazzese, R., Sözer, H., Bonfanti, S. & Weyns, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 53-68 16 p. (Lecture Notes in Computer Science; vol. 14590 LNCS)(ECSA: European Conference on Software Architecture; vol. 2023).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Self-Adaptive System 100%
  • Behavior (Neuroscience) 100%
  • Web Application 25%
  • Software Systems 25%
  • Cloud Computing 25%
  12 Downloads (Pure)

• Micro-inequities and immigration backgrounds in the software industry

  Markulj, V., Aslam, K. & Guzmán, E., 2024, ICSE-SEIS'24: Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Society. IEEE Computer Society, p. 23-33 11 p. (Proceedings - International Conference on Software Engineering).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Non-Immigrants 100%
  • Immigrant 100%
  • Software Practitioner 100%
  • Emotions 33%
  • Credit 33%

• Navigating Digital Transformation and Decentralization in Digital Business Ecosystems

  da Silva Torres, I., 2024, JOWO 2024 The Joint Ontology Workshops: Proceedings of the Joint Ontology Workshops (JOWO) - Episode X: The Tukker Zomer of Ontology, and satellite events co-located with the 14th International Conference on Formal Ontology in Information Systems (FOIS 2024) Enschede, The Netherlands, July 15-19, 2024. Oliveira, Í., Barcelos, P. P. F., Calhau, R., Fonseca, C. M. & Righetti, G. (eds.). CEUR-WS.org, p. 1-5 5 p. (CEUR Workshop Proceedings; vol. 3882).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Digital Transformation 100%
  • Business Ecosystem 100%
  • Conceptual Modeling 60%
  • Blockchain 60%
  • Enterprise System 40%

• Non-expert Level Analysis of Self-adaptive Systems

  Raibulet, C. & Ling, X., 2024, Service-Oriented Computing – ICSOC 2023 Workshops: AI-PA, ASOCA, SAPD, SQS, SSCOPE, WESOACS and Satellite Events, Rome, Italy, November 28-December 1, 2023, Revised Selected Papers. Monti, F., Plebani, P., Moha, N., Paik, H.-Y., Barzen, J., Ramachandran, G., Bianchini, D., Tamburri, D. A. & Mecella, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 91-102 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14518 LNCS)(International Conference on Service-Oriented Computing).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Self-Adaptive System 100%
  • Application Domain 100%
  • Level Analysis 100%
  • Software Development 50%
  • Software Quality 50%
  14 Downloads (Pure)

• On Maintainability and Microservice Dependencies: How Do Changes Propagate?

  Cerny, T., Chy, M. S. H., Abdelfattah, A. S., Soldani, J. & Bogner, J., 2024, CLOSER 2024 Proceedings of the 14th International Conference on Cloud Computing and Services Science: Volume 1. van Steen, M. & Pahl, C. (eds.). Science and Technology Publications, Lda, Vol. 1. p. 277-286 10 p. (International Conference on Cloud Computing and Services Science, CLOSER - Proceedings).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Microservice 100%
  • Maintainability 100%
  • Software Systems 20%
  • Traditional Method 20%
  • Anti-Pattern 20%

• Optimizing Data Analytics Workflows through User-driven Experimentation

  Rajenthiram, K., 2024, CAIN 2024: Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI. Association for Computing Machinery, Inc, p. 253-255 3 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Data Analytics 100%
  • Data Analyst 50%
  • Data Scientist 50%
  • Big Data 50%
  • User Requirement 50%
  7 Downloads (Pure)

• ReBeT: Architecture-based Self-adaptation of Robotic Systems through Behavior Trees

  Alberts, E., Gerostathopoulos, I., Stoico, V. & Lago, P., 2024, 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 1-10 10 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • Adaptation Layer 100%

• Reference Architecture of MLOps Workflows

  Najafabadi, F. A., 2024, Software Architecture. ECSA 2024 Tracks and Workshops: Luxembourg City, Luxembourg, September 3–6, 2024, Proceedings. Ampatzoglou, A., Pérez, J., Buhnova, B., Lenarduzzi, V., Venters, C. C., Zdun, U., Drira, K., Rebelo, L., Di Pompeo, D., Tucci, M., Nakagawa, E. Y. & Navarro, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 49-57 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14937 LNCS)(ECSA: European Conference on Software Architecture ; vol. 2024).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Reference Architecture 100%
  • Human Involvement 50%
  • Machine Learning 50%
  • Learning System 50%
  115 Downloads (Pure)

• RESTRuler: Towards Automatically Identifying Violations of RESTful Design Rules in Web APIs

  Bogner, J., Kotstein, S., Abajirov, D., Ernst, T. & Merkel, M., 2024, 2024 IEEE 21st International Conference on Software Architecture (ICSA): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 123-134 12 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Rule Violation 100%
  • Syntactics 33%
  • Understandability 33%
  • Software Service 33%
  • Natural Language Processing 33%
  8 Downloads (Pure)

• Rethinking Requirements Engineering for Smart Cities: A Case Study in Indonesia

  Almaarif, A., Aslam, K., Bon, A. & Gordijn, J., 2024, 2024 IEEE 32nd International Requirements Engineering Conference Workshops (REW): [Proceedings]. Liebel, G., Hadar, I. & Spoletini, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 128-136 9 p.

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Case Study 100%
  • Smart City 100%
  • Requirement Elicitation 16%
  • Critical Success Factor 16%

• Self-adaptation for Sustainable Software and Its Application in Current Approaches - An SLR

  Raibulet, C. & Fu, Q., 2024, Quality of Information and Communications Technology: 17th International Conference on the Quality of Information and Communications Technology, QUATIC 2024, Pisa, Italy, September 11–13, 2024, Proceedings. Bertolino, A., Pascoal Faria, J., Lago, P. & Semini, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 210-226 17 p. (Communications in Computer and Information Science; vol. 2178 CCIS).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Execution Condition 100%

• Self-Adaptation in Industry: A Survey

  Weyns, D., Gerostathopoulos, I., Abbas, N., Andersson, J., Biffl, S., Brada, P., Bures, T., Salle, A. D., Galster, M., Lago, P., Lewis, G., Litoiu, M., Musil, A., Musil, J., Patros, P. & Pelliccione, P., 2024, P343 - Software Engineering 2024: [Proceedings]. Rabiser, R., Wimmer, M., Groher, I., Wortmann, A. & Wiesmayr, B. (eds.). Gesellschaft fur Informatik (GI), p. 59-60 2 p. (Lecture Notes in Informatics (LNI); vol. P-343).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Autonomous System 100%
  • Adaptive System 100%

• SLIDE-x-ML: System-Level Infrastructure for Dataset E-xtraction and Machine Learning Framework for High-Level Synthesis Estimations

  Muttillo, V., Stoico, V., Santic, M., Valente, G., Pomante, L. & Frigioni, D., 2024, 2024 IEEE 42nd International Conference on Computer Design (ICCD): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 616-619 4 p. (Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • Machine Learning 100%
  • Infrastructure Level 100%
  • Learning Framework 100%
  • High Level Synthesis 100%
  • Learning System 100%

• Software Architecture Assessment for Sustainability: A Case Study

  Fatima, I. & Lago, P., 2024, Software Architecture: 18th European Conference, ECSA 2024, Luxembourg City, Luxembourg, September 3–6, 2024, Proceedings. Galster, M., Scandurra, P., Mikkonen, T., Oliveira Antonino, P., Nakagawa, E. Y. & Navarro, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 233-249 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14889 LNCS)(ECSA: European Conference on Software Architecture; vol. 2024).

  Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Software Architecture 100%
  • Case Study 100%
  • Open Source 25%
  • Learning Management System 25%
  • Quantitative Assessment 25%
  114 Downloads (Pure)