Publications

Maximilian Stefan Floroiu, Stefano Russo, Luca Giamattei, Antonio Guerriero, Ivano Malavolta, Roberto Pietrantuono (2024). Anomaly Detection and Root Cause Analysis of Microservices Energy Consumption. In IEEE International Conference on Web Services (ICWS 2024).

Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo (2024). Causal reasoning in Software Quality Assurance: A systematic review. In Information and Software Technology.

Luca Giamattei, Antonio Guerriero, Ivano Malavolta, Cristian Mascia, Roberto Pietrantuono, Stefano Russo (2024). Identifying Performance Issues in Microservice Architectures through Causal Reasoning. In 5th ACM/IEEE International Conference on Automation of Software Test (AST 2024).

Antonio Guerriero, Roberto Pietrantuono, Stefano Russo (2024). DeepSample: DNN sampling-based testing for operational accuracy assessment. In IEEE/ACM 46th International Conference on Software Engineering (ICSE 2024).

Massimo Ficco, Antonio Guerriero, Elio Milite, Francesco Palmieri, Roberto Pietrantuono, Stefano Russo (2024). Federated learning for IoT devices: Enhancing TinyML with on-board training. In IF.

Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo (2024). Causality-driven Testing of Autonomous Driving Systems. In ACM Transactions on Software Engineering and Methodology.

Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo (2024). Automated functional and robustness testing of microservice architectures. In JSS.

L Giamattei, A Guerriero, R Pietrantuono, S Russo, I Malavolta, T Islam, M Dinga, A Koziolek, Snigdha Singh, Martin Armbruster, JM Gutiérrez Martínez, S Caro-Alvaro, D Rodríguez García, S Weber, J Henss, E Fernandez Vogelin, F Simon Panojo (2023). Monitoring tools for DevOps and microservices: A systematic grey literature review. In JSS.

Madalina Dinga, Ivano Malavolta, Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono (2023). An empirical evaluation of the energy and performance overhead of monitoring tools on docker-based systems. In ICSOC 2023.

Antonio Guerriero, Roberto Pietrantuono, Stefano Russo (2023). Iterative Assessment and Improvement of DNN Operational Accuracy. In ICSE - NIER 2023.

Antonio Guerriero, Michael R Lyu, Roberto Pietrantuono, Stefano Russo (2023). Assessing operational accuracy of CNN-based image classifiers using an oracle surrogate. In ISWA.

Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo (2022). Automated Grey-Box Testing of Microservice Architectures. In QRS 2022.

Matteo Camilli, Antonio Guerriero, Andrea Janes, Barbara Russo, Stefano Russo (2022). Microservices integrated performance and reliability testing. In AST 2022.

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Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo (2022). Assessing Black-box Test Case Generation Techniques for Microservices. In QUATIC 2022.

Antonio Guerriero, Roberto Pietrantuono, Stefano Russo (2021). Operation is the hardest teacher: estimating DNN accuracy looking for mispredictions. In ICSE 2021.

Roberto Pietrantuono, Stefano Russo, Antonio Guerriero (2020). Testing microservice architectures for operational reliability. In STVR 2020.

Antonio Guerriero (2020). Reliability Evaluation of ML systems, the oracle problem. In ISSREW 2020.

Antonia Bertolino, Antonio Guerriero, Breno Miranda, Roberto Pietrantuono, Stefano Russo (2020). Learning-to-rank vs ranking-to-learn: Strategies for regression testing in continuous integration. In ICSE 2020.

Antonia Bertolino, Guglielmo De Angelis, Antonio Guerriero, Breno Miranda, Roberto Pietrantuono, Stefano Russo (2020). DevOpRET: Continuous reliability testing in DevOps. Journal of Software: Evolution and Process.

Antonio Guerriero, Raffaela Mirandola, Roberto Pietrantuono, Stefano Russo (2019). A hybrid framework for web services reliability and performance assessment. In ISSREW 2019.

Roberto Pietrantuono, Stefano Russo, Antonio Guerriero (2018). Testing microservice architectures for operational reliability. In International Symposium on Software Reliability Engineering 2018.