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Davide Taibi

University of Oulu

SCHOLARLY PAPERS

11

DOWNLOADS

1,497

TOTAL CITATIONS

16

Scholarly Papers (11)

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1.

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

Number of pages: 23 Posted: 27 Mar 2025
Matteo Esposito, Xiaozhou Li, Sergio Moreschini, Noman Ahmad, Tomas Cerny, Karthik Vaidhyanathan, Valentina Lenarduzzi and Davide Taibi
University of Rome Tor Vergata, Free University of Bolzano, Tampere University, University of Oulu, Baylor University, affiliation not provided to SSRN, University of Oulu and University of Oulu
Downloads 743 (86,210)
Citation 13

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Software Architecture, Generative AI, LLM

2.

Microservice Anti-Patterns and Bad Smells. How to Classify, and How to Detect Them. A Tertiary Study

Number of pages: 55 Posted: 18 Jan 2023
Tomas Cerny, Abdullah Al Maruf, Andrea Janes and Davide Taibi
Baylor University, Baylor University, Free University of Bozen-Bolzano and University of Oulu
Downloads 218 (351,440)

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Microservices, anti-patterns, Antipatterns, Anti patterns, Bad
Smells, Software Maintenance

3.

Federated Learning Mlops Tools. A Systematic Mapping Study

Number of pages: 23 Posted: 10 Jul 2025
Ari Kukkaro, Sergio Moreschini, Davide Taibi and David H¨astbacka
Tampere University, Tampere University, University of Oulu and Tampere University
Downloads 120 (596,393)

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Systematic mapping study, Federated Learning, Collaborative Learning, MLOps, Computing architecture, Communication protocol

4.

Technical Debt in AI-Enabled Systems: On the Prevalence, Severity, Impact, and Management Strategies for Code and Architecture

Number of pages: 33 Posted: 10 Oct 2023 Last Revised: 31 Jul 2024
Gilberto Recupito, Fabiano Pecorelli, Gemma Catolino, Valentina Lenarduzzi, Davide Taibi, Dario Di Nucci and Fabio Palomba
University of Salerno, affiliation not provided to SSRN, Tilburg University, University of Oulu, University of Oulu, University of Salerno and University of Salerno
Downloads 107 (659,652)
Citation 1

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AI Technical Debt, software quality, Survey Studies, Software Engineering for Artificial Intelligence, Empirical Software Engineering

5.

Mind the Skills Gap: Reimagining the Software Architect’s Role in the LLM Era

Number of pages: 49 Posted: 25 Oct 2025
Jasmin Jahic, Karthik Vaidhyanathan, Alessio Bucaioni, Davide Taibi, Ralf Reussner, Senka Krivic, Christian Cabrera-Jojoa, Tushar Sharma and Henry Muccini
University of Cambridge, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Oulu, Karlsruhe Institute of Technology, University of Sarajevo, University of Cambridge, Dalhousie University and affiliation not provided to SSRN
Downloads 78 (823,616)

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Software architecture, AI, GenAI, LLMs, architects, skills, education, training, industry

6.

The Anatomy of a Vulnerability Database: A Systematic Mapping Study

Number of pages: 19 Posted: 06 Sep 2022
Xiaozhou Li, Sergio Moreschini, Zheying Zhang, Fabio Palomba and Davide Taibi
Tampere University, Tampere University, Tampere University, University of Salerno and University of Oulu
Downloads 74 (844,901)

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Software Security, Vulnerability Databases, Systematic Mapping Studies, Software Evolution

7.

Architectural Support for Software Performance in Continuous Software Engineering: A Systematic Mapping Study

Number of pages: 71 Posted: 20 Apr 2022
Romina Eramo, Michele Tucci, Daniele Di Pompeo, Vittorio Cortellessa, Antinisca Di Marco and Davide Taibi
University of Teramo, affiliation not provided to SSRN, University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Oulu
Downloads 57 (989,921)
Citation 1

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Software Architecture, Software Performance, Continuous Software Engineering, DevOps

8.

Emerging Trends in Software Architecture from the Practitioner’sPerspective: A Five-Year Review

Number of pages: 29 Posted: 11 Sep 2025
Ruoyu Su, Noman Ahmad, Matteo Esposito, Andrea Janes, Davide Taibi and Valentina Lenarduzzi
University of Oulu, University of Oulu, University of Oulu, Free University of Bozen-Bolzano, University of Oulu and University of Oulu
Downloads 32 (1,290,922)
Citation 1

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Empirical Software EngineeringSoftware ArchitectureTrend ReviewLLMsCentrality Analysis

9.

Architectural Degradation: Definition, Motivations, Measurement Andremediation Approaches

Number of pages: 35 Posted: 29 Jul 2025
Noman Ahmed, Ruoyu Su, Matteo Esposito, Andrea Janes, Valentina Lenarduzzi and Davide Taibi
affiliation not provided to SSRN, University of Oulu, University of Rome Tor Vergata, Free University of Bozen-Bolzano, University of Oulu and University of Oulu
Downloads 27 (1,359,097)

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Software Architecture, Architectural Degradation, Architectural Erosion, Architectural Decay, Aging, Multivocal Literature Review, Measurement Approaches, Remediation Approaches

10.

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

Number of pages: 19 Posted: 03 Sep 2024
Mikel Robredo Manero, Nyyti Saarimäki, Davide Taibi, Rafael Peñaloza and Valentina Lenarduzzi
University of Oulu, University of Luxembourg, University of Oulu, Università degli Studi di Milano-Bicocca and University of Oulu
Downloads 26 (1,372,601)

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Technical Debt, Software Quality Mining Software Repositories, Empirical Software Engineering, Time Series Analysis

11.

On the Benefits of the Accelerate Metrics and Their Visualization: An Industrial Survey at Vendasta

Number of pages: 24 Posted: 10 Aug 2024
Sergio Moreschini, Francesco Lomio, Zadia Codabux, Davide Taibi, Dale Birtch and Dale Hopkins
Tampere University, affiliation not provided to SSRN, University of Saskatchewan, University of Oulu, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 15 (1,500,778)

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Accelerate Metrics, Microservices, Software Productivity, Software Visualization, Technical Debt