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, 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 Information Fusion.

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 Journal of Systems and Software.

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 Journal of Systems and Software.

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 International Conference on Service-Oriented Computing (ICSOC 2023).

Antonio Guerriero, Roberto Pietrantuono, Stefano Russo (2023). Iterative Assessment and Improvement of DNN Operational Accuracy. In International Conference on Software Engineering - New Ideas and Emerging Results (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 Intelligent Systems with Applications.

Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo (2022). Automated Grey-Box Testing of Microservice Architectures. In * IEEE 22nd International Conference on Software Quality, Reliability and Security (QRS 2022)*.

Matteo Camilli, Antonio Guerriero, Andrea Janes, Barbara Russo, Stefano Russo (2022). Microservices integrated performance and reliability testing. In International Conference on Automation of Software Test (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 International Conference on the Quality of Information and Communications Technology (QUATIC 2022).

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

Roberto Pietrantuono, Stefano Russo, Antonio Guerriero (2020). Testing microservice architectures for operational reliability. Software Testing, Verification and Reliability.

Antonio Guerriero (2020). Reliability Evaluation of ML systems, the oracle problem. In International Symposium on Software Reliability Engineering Workshops (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 International Conference on Software Engineering (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 International Symposium on Software Reliability Engineering Workshops (ISSREW 2019).

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