Teaching Mining Software Repositories

Authors: Codabux, Zadia, Fard, Fatemeh, Verdecchia, Roberto, Palomba, Fabio, Di Nucci, Dario, Recupito, Gilberto

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2501.01903

Green AI: Which Programming Language Consumes the Most?

Authors: Marini, Niccolò, Pampaloni, Leonardo, Di Martino, Filippo, Verdecchia, Roberto, Vicario, Enrico

Subject Terms: Computer Science - Computers and Society, Computer Science - Artificial Intelligence, Computer Science - Programming Languages

Access URL: http://arxiv.org/abs/2501.14776

How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models

Authors: Trinci, Tomaso, Magistri, Simone, Verdecchia, Roberto, Bagdanov, Andrew D.

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.18664

Exploring Technical Debt in Security Questions on Stack Overflow

Authors: Edbert, Joshua Aldrich, Oishwee, Sahrima Jannat, Karmakar, Shubhashis, Codabux, Zadia, Verdecchia, Roberto

Source: 2023 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) Empirical Software Engineering and Measurement (ESEM), 2023 ACM/IEEE International Symposium on. :1-12 Oct, 2023

Relation: 2023 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM)

Training Green AI Models Using Elite Samples

Authors: Alswaitti, Mohammed, Verdecchia, Roberto, Danoy, Grégoire, Bouvry, Pascal, Pecero, Johnatan

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2402.12010

Variability Features: Extending Sustainability Decision Maps via an Industrial Case Study

Authors: Funke, Markus, Lago, Patricia, Verdecchia, Roberto

Source: 2023 IEEE 20th International Conference on Software Architecture Companion (ICSA-C) ICSA-C Software Architecture Companion (ICSA-C), 2023 IEEE 20th International Conference on. :1-7 Mar, 2023

Relation: 2023 IEEE 20th International Conference on Software Architecture Companion (ICSA-C)

Architectural Tactics to Optimize Software for Energy Efficiency in the Public Cloud

Authors: Vos, Sophie, Lago, Patricia, Verdecchia, Roberto, Heitlager, Ilja

Source: 2022 International Conference on ICT for Sustainability (ICT4S) ICT4S ICT for Sustainability (ICT4S), 2022 International Conference on. :77-87 Jun, 2022

Relation: 2022 International Conference on ICT for Sustainability (ICT4S)

Data-Centric Green AI An Exploratory Empirical Study

Authors: Verdecchia, Roberto, Cruz, Luis, Sallou, June, Lin, Michelle, Wickenden, James, Hotellier, Estelle

Source: 2022 International Conference on ICT for Sustainability (ICT4S) ICT4S ICT for Sustainability (ICT4S), 2022 International Conference on. :35-45 Jun, 2022

Relation: 2022 International Conference on ICT for Sustainability (ICT4S)

Do You Have the Energy for This Meeting?: An Empirical Study on the Energy Consumption of the Google Meet and Zoom Android apps

Authors: Wattenbach, Leonhard, Aslan, Basel, Fiore, Matteo Maria, Ding, Henley, Verdecchia, Roberto, Malavolta, Ivano

Source: 2022 IEEE/ACM 9th International Conference on Mobile Software Engineering and Systems (MobileSoft) MOBILESOFT Mobile Software Engineering and Systems (MobileSoft), 2022 IEEE/ACM 9th International Conference on. :6-16 May, 2022

Relation: 2022 IEEE/ACM 9th International Conference on Mobile Software Engineering and Systems (MobileSoft)

Testing non-testable programs using association rules

Authors: Bertolino, Antonia, Cruciani, Emilio, Miranda, Breno, Verdecchia, Roberto

Source: 2022 IEEE/ACM International Conference on Automation of Software Test (AST) AST Automation of Software Test (AST), 2022 IEEE/ACM International Conference on. :87-91 May, 2022

Relation: 2022 IEEE/ACM International Conference on Automation of Software Test (AST)

A Systematic Review of Green AI

Authors: Verdecchia, Roberto, Sallou, June, Cruz, Luís

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2301.11047

Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study

Authors: Bogner, Justus, Verdecchia, Roberto, Gerostathopoulos, Ilias

Source: 2021 IEEE/ACM International Conference on Technical Debt (TechDebt) TECHDEBT Technical Debt (TechDebt), 2021 IEEE/ACM International Conference on. :64-73 May, 2021

Relation: 2021 IEEE/ACM International Conference on Technical Debt (TechDebt)

Energy-efficient neural network training through runtime layer freezing, model quantization, and early stopping

Authors: Reguero, Álvaro Domingo, Martínez-Fernández, Silverio, Verdecchia, Roberto

Source: In Computer Standards & Interfaces March 2025 92

JTeC: A Large Collection of Java Test Classes for Test Code Analysis and Processing

Authors: Coro, Federico, Verdecchia, Roberto, Cruciani, Emilio, Miranda, Breno, Bertolino, Antonia

Source: 2020 IEEE/ACM 17th International Conference on Mining Software Repositories (MSR) MSR Mining Software Repositories (MSR), 2020 IEEE/ACM 17th International Conference on. :578-582 May, 2020

Relation: 2020 IEEE/ACM 17th International Conference on Mining Software Repositories (MSR)

Evolution of code technical debt in microservices architectures

Authors: Maggi, Kevin ^⁎, Verdecchia, Roberto, Scommegna, Leonardo, Vicario, Enrico

Source: In The Journal of Systems & Software April 2025 222

Tales of Hybrid Teaching in Software Engineering: Lessons Learned and Guidelines

Authors: Verdecchia, Roberto (ORCID 0000-0001-9206-6637), Lago, Patricia (ORCID 0000-0002-2234-0845)

Source: IEEE Transactions on Education. Jun 2023 66(3):234-243.

Peer Reviewed: Y

Page Count: 10

Descriptors: Engineering Education, Computer Science Education, Computer Software, Masters Programs, Grades (Scholastic), Blended Learning, Evidence Based Practice, Online Courses, Attendance, Comparative Analysis, In Person Learning, Educational Experience, Student Attitudes, Lecture Method, Guidelines, Teaching Methods

Scalable Approaches for Test Suite Reduction

Authors: Cruciani, Emilio, Miranda, Breno, Verdecchia, Roberto, Bertolino, Antonia

Source: 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE) ICSE Software Engineering (ICSE), 2019 IEEE/ACM 41st International Conference on. :419-429 May, 2019

Relation: 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE)

Guidelines for Architecting Android Apps: A Mixed-Method Empirical Study

Authors: Verdecchia, Roberto, Malavolta, Ivana, Lago, Patricia

Source: 2019 IEEE International Conference on Software Architecture (ICSA) Software Architecture (ICSA), 2019 IEEE International Conference on. :141-150 Mar, 2019

Relation: 2019 IEEE International Conference on Software Architecture (ICSA)

DecidArch V2: An Improved Game to Teach Architecture Design Decision Making

Authors: de Boer, Remco C., Lago, Patricia, Verdecchia, Roberto, Kruchten, Philippe

Source: 2019 IEEE International Conference on Software Architecture Companion (ICSA-C) Software Architecture Companion (ICSA-C), 2019 IEEE International Conference on. :153-157 Mar, 2019

Relation: 2019 IEEE International Conference on Software Architecture Companion (ICSA-C)

How Maintainability Issues of Android Apps Evolve

Authors: Malavolta, Ivano, Verdecchia, Roberto, Filipovic, Bojan, Bruntink, Magiel, Lago, Patricia

Source: 2018 IEEE International Conference on Software Maintenance and Evolution (ICSME) ICSME Software Maintenance and Evolution (ICSME), 2018 IEEE International Conference on. :334-344 Sep, 2018

Relation: 2018 IEEE International Conference on Software Maintenance and Evolution (ICSME)