| 2025 | AST | Adaptive Probabilistic Operational Testing for Large Language Models Evaluation. | Ali Asgari, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo |
| 2025 | ICCSA | Detecting DDoS Attacks in Microservice Architectures via AI-Based Agents. | Giacomo Benedetti, Luca Caviglione, Alberto Falcone, Massimo Ficco, Massimo Guarascio, Antonio Guerriero |
| 2025 | ICWS | Learning-based Automated Generation of Critical Workload Configurations for Microservices Performance Testing. | Cristian Mascia, Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo |
| 2024 | AST | Identifying Performance Issues in Microservice Architectures through Causal Reasoning. | Luca Giamattei, Antonio Guerriero, Ivano Malavolta, Cristian Mascia, Roberto Pietrantuono, Stefano Russo |
| 2024 | ICSE | DeepSample: DNN sampling-based testing for operational accuracy assessment. | Antonio Guerriero, Roberto Pietrantuono, Stefano Russo |
| 2024 | ICWS | Anomaly Detection and Root Cause Analysis of Microservices Energy Consumption. | Maximilian Stefan Floroiu, Stefano Russo, Luca Giamattei, Antonio Guerriero, Ivano Malavolta, Roberto Pietrantuono |
| 2023 | ICSE | Iterative Assessment and Improvement of DNN Operational Accuracy. | Antonio Guerriero, Roberto Pietrantuono, Stefano Russo |
| 2023 | ICSOC | An Empirical Evaluation of the Energy and Performance Overhead of Monitoring Tools on Docker-Based Systems. | Madalina Dinga, Ivano Malavolta, Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono |
| 2022 | AST | Microservices Integrated Performance and Reliability Testing. | Matteo Camilli, Antonio Guerriero, Andrea Janes, Barbara Russo, Stefano Russo |
| 2022 | QRS | Automated Grey-Box Testing of Microservice Architectures. | Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo |
| 2022 | QUATIC | Assessing Black-box Test Case Generation Techniques for Microservices. | Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo |
| 2021 | ICSE | Operation is the hardest teacher: estimating DNN accuracy looking for mispredictions. | Antonio Guerriero, Roberto Pietrantuono, Stefano Russo |
| 2020 | ICSE | Learning-to-rank vs ranking-to-learn: strategies for regression testing in continuous integration. | Antonia Bertolino, Antonio Guerriero, Breno Miranda, Roberto Pietrantuono, Stefano Russo |
| 2020 | ISSRE | Reliability Evaluation of ML systems, the oracle problem. | Antonio Guerriero |
| 2019 | ISSRE | A Hybrid Framework for Web Services Reliability and Performance Assessment. | Antonio Guerriero, Raffaela Mirandola, Roberto Pietrantuono, Stefano Russo |
| 2018 | ISSRE | Run-Time Reliability Estimation of Microservice Architectures. | Roberto Pietrantuono, Stefano Russo, Antonio Guerriero |