Generative AI for Software Architecture. Applications, Trends, Challenges, and Future Directions

Authors: Esposito, Matteo, Li, Xiaozhou, Moreschini, Sergio, Ahmad, Noman, Cerny, Tomas, Vaidhyanathan, Karthik, Lenarduzzi, Valentina, Taibi, Davide

Subject Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/2503.13310

Toward Organizational Decoupling in Microservices Through Key Developer Allocation

Authors: Li, Xiaozhou, Ahmad, Noman, Cerny, Tomas, Janes, Andrea, Lenarduzzi, Valentina, Taibi, Davide

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2501.17522

Network Centrality as a New Perspective on Microservice Architecture

Authors: Bakhtin, Alexander, Esposito, Matteo, Lenarduzzi, Valentina, Taibi, Davide

Subject Terms: Computer Science - Software Engineering, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Discrete Mathematics

Access URL: http://arxiv.org/abs/2501.13520

A Call for Critically Rethinking and Reforming Data Analysis in Empirical Software Engineering

Authors: Esposito, Matteo, Robredo, Mikel, Sridharan, Murali, Travassos, Guilherme Horta, Peñaloza, Rafael, Lenarduzzi, Valentina

Subject Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence, Computer Science - Digital Libraries

Access URL: http://arxiv.org/abs/2501.12728

On Large Language Models in Mission-Critical IT Governance: Are We Ready Yet?

Authors: Esposito, Matteo, Palagiano, Francesco, Lenarduzzi, Valentina, Taibi, Davide

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence, Computer Science - Emerging Technologies, Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2412.11698

Toward Collaboration Optimization in Microservice Projects Based on Developer Personalities

Authors: Li, Xiaozhou, Calefato, Fabio, Lenarduzzi, Valentina, Taibi, Davide

Source: 2024 IEEE 21st International Conference on Software Architecture Companion (ICSA-C) ICSA-C Software Architecture Companion (ICSA-C), 2024 IEEE 21st International Conference on. :95-99 Jun, 2024

Relation: 2024 IEEE 21st International Conference on Software Architecture Companion (ICSA-C)

OpenRank Leaderboard: Motivating Open Source Collaborations Through Social Network Evaluation in Alibaba

Authors: Zhao, Shengyu, Xia, Xiaoya, Fitzgerald, Brian, Li, Xiaozhou, Lenarduzzi, Valentina, Taibi, Davide, Wang, Rong, Wang, Wei, Tian, Chunqi

Source: 2024 IEEE/ACM 46th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) ICSE-SEIP Software Engineering: Software Engineering in Practice (ICSE-SEIP), 2024 IEEE/ACM 46th International Conference on. :346-357 Apr, 2024

Relation: 2024 IEEE/ACM 46th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)

Towards a Technical Debt for AI-based Recommender System

Authors: Moreschini, Sergio, Coba, Ludovik, Lenarduzzi, Valentina

Source: 2024 IEEE/ACM International Conference on Technical Debt (TechDebt) TECHDEBT Technical Debt (TechDebt), 2024 IEEE/ACM International Conference on. :36-39 Apr, 2024

Relation: 2024 IEEE/ACM International Conference on Technical Debt (TechDebt)

Evaluating Time-Dependent Methods and Seasonal Effects in Code Technical Debt Prediction

Authors: Robredo, Mikel, Saarimaki, Nyyti, Taibi, Davide, Penaloza, Rafael, Lenarduzzi, Valentina

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2408.08095

Initial Insights on MLOps: Perception and Adoption by Practitioners

Authors: Moreschi, Sergio, Hästbacka, David, Janes, Andrea, Lenarduzzi, Valentina, Taibi, Davide

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2408.00463

The Dual-Edged Sword of Technical Debt: Benefits and Issues Analyzed Through Developer Discussions

Authors: Li, Xiaozhou, Esposito, Matteo, Janes, Andrea, Lenarduzzi, Valentina

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2407.21007

In Search of Metrics to Guide Developer-Based Refactoring Recommendations

Authors: Robredo, Mikel, Esposito, Matteo, Palomba, Fabio, Peñaloza, Rafael, Lenarduzzi, Valentina

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2407.18169

Generative AI in Evidence-Based Software Engineering: A White Paper

Authors: Esposito, Matteo, Janes, Andrea, Taibi, Davide, Lenarduzzi, Valentina

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2407.17440

6GSoft: Software for Edge-to-Cloud Continuum

Authors: Akbar, Muhammad Azeem, Esposito, Matteo, Hyrynsalmi, Sami, Kumar, Karthikeyan Dinesh, Lenarduzzi, Valentina, Li, Xiaozhou, Mehraj, Ali, Mikkonen, Tommi, Moreschini, Sergio, Mäkitalo, Niko, Oivo, Markku, Paavonen, Anna-Sofia, Parveen, Risha, Smolander, Kari, Su, Ruoyu, Systä, Kari, Taibi, Davide, Yang, Nan, Zhang, Zheying, Zohaib, Muhammad

Subject Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence, Computer Science - Networking and Internet Architecture, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2407.05963

On the correlation between Architectural Smells and Static Analysis Warnings

Authors: Esposito, Matteo, Robredo, Mikel, Fontana, Francesca Arcelli, Lenarduzzi, Valentina

Subject Terms: Computer Science - Software Engineering, Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2406.17354

European Network For Gender Balance in Informatics (EUGAIN): Activities and Results

Authors: Jaccheri, Letizia, Buhnova, Barbora, Penzenstadler, Birgit, Boudaoud, Karima, Lenarduzzi, Valentina

Subject Terms: Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2407.16906

Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis

Authors: Esposito, Matteo, Palagiano, Francesco, Lenarduzzi, Valentina, Taibi, Davide

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Cryptography and Security, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2406.10273

Cohort Studies for Mining Software Repositories

Authors: Saarimaki, Nyyti, Vegas, Sira, Lenarduzzi, Valentina, Taibi, Davide, Robredo, Mikel

Source: 2024 IEEE/ACM 21st International Conference on Mining Software Repositories (MSR) MSR Mining Software Repositories (MSR), 2024 IEEE/ACM 21st International Conference on. :569-570 Apr, 2024

Relation: 2024 IEEE/ACM 21st International Conference on Mining Software Repositories (MSR)

Comparing Multivariate Time Series Analysis and Machine Learning Performance for Technical Debt Prediction: The SQALE Index Case

Authors: Robredo, Mikel, Saarimaki, Nyyti, Penaloza, Rafael, Taibi, Davide, Lenarduzzi, Valentina

Source: 2024 IEEE/ACM International Conference on Technical Debt (TechDebt) TECHDEBT Technical Debt (TechDebt), 2024 IEEE/ACM International Conference on. :45-46 Apr, 2024

Relation: 2024 IEEE/ACM International Conference on Technical Debt (TechDebt)

Resolving Security Issues via Quality-Oriented Refactoring: A User Study

Authors: Gigante, Domenico, Pecorelli, Fabiano, Barletta, Vita Santa, Janes, Andrea, Lenarduzzi, Valentina, Taibi, Davide, Baldassarre, Maria Teresa

Source: 2023 ACM/IEEE International Conference on Technical Debt (TechDebt) TECHDEBT Technical Debt (TechDebt), 2023 ACM/IEEE International Conference on. :82-91 May, 2023

Relation: 2023 ACM/IEEE International Conference on Technical Debt (TechDebt)