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Antonio Guerriero
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Learning-to-rank vs ranking-to-learn: Strategies for regression testing in continuous integration
A Bertolino, A Guerriero, B Miranda, R Pietrantuono, S Russo
Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020
1012020
Federated learning for IoT devices: Enhancing TinyML with on-board training
M Ficco, A Guerriero, E Milite, F Palmieri, R Pietrantuono, S Russo
Information Fusion 104, 102189, 2024
332024
DevOpRET: Continuous reliability testing in DevOps
A Bertolino, GD Angelis, A Guerriero, B Miranda, R Pietrantuono, S Russo
Journal of Software: Evolution and Process 35 (3), e2298, 2023
292023
Run-time reliability estimation of microservice architectures
R Pietrantuono, S Russo, A Guerriero
2018 IEEE 29th International Symposium on Software Reliability Engineering …, 2018
272018
Testing microservice architectures for operational reliability
R Pietrantuono, S Russo, A Guerriero
Software Testing, Verification and Reliability 30 (2), e1725, 2020
212020
Operation is the hardest teacher: estimating DNN accuracy looking for mispredictions
A Guerriero, R Pietrantuono, S Russo
2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE …, 2021
202021
Monitoring tools for DevOps and microservices: A systematic grey literature review
L Giamattei, A Guerriero, R Pietrantuono, S Russo, I Malavolta, T Islam, ...
Journal of Systems and Software, 111906, 2023
182023
Microservices integrated performance and reliability testing
M Camilli, A Guerriero, A Janes, B Russo, S Russo
Proceedings of the 3rd ACM/IEEE International Conference on Automation of …, 2022
172022
Reliability Evaluation of ML systems, the oracle problem
A Guerriero
2020 IEEE International Symposium on Software Reliability Engineering …, 2020
112020
An empirical evaluation of the energy and performance overhead of monitoring tools on docker-based systems
M Dinga, I Malavolta, L Giamattei, A Guerriero, R Pietrantuono
International Conference on Service-Oriented Computing, 181-196, 2023
102023
Automated functional and robustness testing of microservice architectures
L Giamattei, A Guerriero, R Pietrantuono, S Russo
Journal of Systems and Software 207, 111857, 2024
92024
Causality-driven Testing of Autonomous Driving Systems
L Giamattei, A Guerriero, R Pietrantuono, S Russo
ACM Transactions on Software Engineering and Methodology 33 (3), 1-35, 2024
82024
Automated grey-box testing of microservice architectures
L Giamattei, A Guerriero, R Pietrantuono, S Russo
2022 IEEE 22nd International Conference on Software Quality, Reliability and …, 2022
72022
A hybrid framework for web services reliability and performance assessment
A Guerriero, R Mirandola, R Pietrantuono, S Russo
2019 IEEE International Symposium on Software Reliability Engineering …, 2019
72019
Iterative Assessment and Improvement of DNN Operational Accuracy
A Guerriero, R Pietrantuono, S Russo
2023 IEEE/ACM 45th International Conference on Software Engineering: New …, 2023
32023
Assessing operational accuracy of cnn-based image classifiers using an oracle surrogate
A Guerriero, MR Lyu, R Pietrantuono, S Russo
Intelligent Systems with Applications 17, 200172, 2023
32023
Identifying Performance Issues in Microservice Architectures through Causal Reasoning
L Giamattei, A Guerriero, I Malavolta, C Mascia, R Pietrantuono, S Russo
Proceedings of the 5th ACM/IEEE International Conference on Automation of …, 2024
12024
DeepSample: DNN sampling-based testing for operational accuracy assessment
A Guerriero, R Pietrantuono, S Russo
Proceedings of the IEEE/ACM 46th International Conference on Software …, 2024
12024
Causal reasoning in Software Quality Assurance: A systematic review
L Giamattei, A Guerriero, R Pietrantuono, S Russo
Information and Software Technology, 107599, 2024
2024
Anomaly Detection and Root Cause Analysis of Microservices Energy Consumption
MS Floroiu, S Russo, L Giamattei, A Guerriero, I Malavolta, ...
2024 IEEE International Conference on Web Services (ICWS), 590-600, 2024
2024
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