Run-Time Reliability Estimation of Microservice Architectures. - Roberto Pietrantuono; Stefano Russo 001; Antonio Guerriero (ISSRE, 2018)

A Hybrid Framework for Web Services Reliability and Performance Assessment. - Antonio Guerriero; Raffaela Mirandola; Roberto Pietrantuono; Stefano Russo 001 (ISSRE Workshops, 2019)

Learning-to-rank vs ranking-to-learn: strategies for regression testing in continuous integration. - Antonia Bertolino; Antonio Guerriero; Breno Miranda; Roberto Pietrantuono; Stefano Russo 001 (ICSE, 2020)

Reliability Evaluation of ML systems, the oracle problem. - Antonio Guerriero (ISSRE Workshops, 2020)

Testing microservice architectures for operational reliability. - Roberto Pietrantuono; Stefano Russo 001; Antonio Guerriero (Softw. Test. Verification Reliab., 2020)

Operation is the hardest teacher: estimating DNN accuracy looking for mispredictions. - Antonio Guerriero; Roberto Pietrantuono; Stefano Russo 001 (ICSE, 2021)

Microservices Integrated Performance and Reliability Testing. - Matteo Camilli; Antonio Guerriero; Andrea Janes; Barbara Russo; Stefano Russo 001 (AST@ICSE, 2022)

Automated Grey-Box Testing of Microservice Architectures. - Luca Giamattei; Antonio Guerriero; Roberto Pietrantuono; Stefano Russo 001 (QRS, 2022)

Assessing Black-box Test Case Generation Techniques for Microservices. - Luca Giamattei; Antonio Guerriero; Roberto Pietrantuono; Stefano Russo 001 (QUATIC, 2022)

Iterative Assessment and Improvement of DNN Operational Accuracy. - Antonio Guerriero; Roberto Pietrantuono; Stefano Russo 001 (ICSE (NIER), 2023)

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 (ICSOC (1), 2023)

Assessing operational accuracy of CNN-based image classifiers using an oracle surrogate. - Antonio Guerriero; Michael R. Lyu; Roberto Pietrantuono; Stefano Russo 001 (Intell. Syst. Appl., 2023)

DevOpRET: Continuous reliability testing in DevOps. - Antonia Bertolino; Guglielmo De Angelis; Antonio Guerriero; Breno Miranda; Roberto Pietrantuono; Stefano Russo 001 (J. Softw. Evol. Process., 2023)

Identifying Performance Issues in Microservice Architectures through Causal Reasoning. - Luca Giamattei; Antonio Guerriero; Ivano Malavolta; Cristian Mascia; Roberto Pietrantuono; Stefano Russo 001 (AST@ICSE, 2024)

DeepSample: DNN sampling-based testing for operational accuracy assessment. - Antonio Guerriero; Roberto Pietrantuono; Stefano Russo 001 (ICSE, 2024)

Anomaly Detection and Root Cause Analysis of Microservices Energy Consumption. - Maximilian Stefan Floroiu; Stefano Russo 001; Luca Giamattei; Antonio Guerriero; Ivano Malavolta; Roberto Pietrantuono (ICWS, 2024)

Automated functional and robustness testing of microservice architectures. - Luca Giamattei; Antonio Guerriero; Roberto Pietrantuono; Stefano Russo 001 (J. Syst. Softw., 2024)

Monitoring tools for DevOps and microservices: A systematic grey literature review. - Luca Giamattei; Antonio Guerriero; Roberto Pietrantuono; Stefano Russo 001; Ivano Malavolta; Tanjina Islam; Madalina Dinga; Anne Koziolek; Snigdha Singh; Martin Armbruster; Jose-Maria Gutierrez-Martinez; Sergio Caro-Álvaro; et al. (J. Syst. Softw., 2024)

Causality-driven Testing of Autonomous Driving Systems. - Luca Giamattei; Antonio Guerriero; Roberto Pietrantuono; Stefano Russo 001 (ACM Trans. Softw. Eng. Methodol., 2024)

Federated learning for IoT devices: Enhancing TinyML with on-board training. - Massimo Ficco; Antonio Guerriero; E. Milite; Francesco Palmieri 002; Roberto Pietrantuono; Stefano Russo 001 (Inf. Fusion, 2024)

Adaptive Probabilistic Operational Testing for Large Language Models Evaluation. - Ali Asgari; Antonio Guerriero; Roberto Pietrantuono; Stefano Russo 001 (AST@ICSE, 2025)

Microservices Performance Testing with Causality-enhanced Large Language Models. - Cristian Mascia; Antonio Guerriero; Luca Giamattei; Roberto Pietrantuono; Stefano Russo 001 (Forge@ICSE, 2025)

A Benchmark for DDoS Attacks Detection in Microservice Architectures. - Massimo Ficco; Pietro Fusco; Antonio Guerriero; Roberto Pietrantuono; M. Russo; Flavio Palmieri; Stefano Russo 001 (ICNC, 2025)

Detecting DDoS Attacks in Microservice Architectures via AI-Based Agents. - Giacomo Benedetti; Luca Caviglione; Alberto Falcone; Massimo Ficco; Massimo Guarascio 001; Antonio Guerriero (ICCSA (Workshops 4), 2025)

Causal reasoning in Software Quality Assurance: A systematic review. - Luca Giamattei; Antonio Guerriero; Roberto Pietrantuono; Stefano Russo 001 (Inf. Softw. Technol., 2025)