Antonio Guerriero

According to our database, Antonio Guerriero authored at least 18 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Federated learning for IoT devices: Enhancing TinyML with on-board training.

Massimo Ficco, Antonio Guerriero, E. Milite, Francesco Palmieri, Roberto Pietrantuono, Stefano Russo

Inf. Fusion, April, 2024

Causality-driven Testing of Autonomous Driving Systems.

Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo

ACM Trans. Softw. Eng. Methodol., March, 2024

Monitoring tools for DevOps and microservices: A systematic grey literature review.

Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo, Ivano Malavolta, Tanjina Islam, Madalina Dinga, Anne Koziolek, S. Singh, M. Armbruster, Jose-Maria Gutierrez-Martinez, Sergio Caro-Álvaro, Daniel Rodríguez, S. Weber, Jörg Henss, E. Fernandez Vogelin, F. Simon Panojo

J. Syst. Softw., February, 2024

Automated functional and robustness testing of microservice architectures.

Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo

J. Syst. Softw., January, 2024

DeepSample: DNN sampling-based testing for operational accuracy assessment.

Antonio Guerriero, Roberto Pietrantuono, Stefano Russo

CoRR, 2024

2023

DevOpRET: Continuous reliability testing in DevOps.

Antonia Bertolino, Guglielmo De Angelis, Antonio Guerriero, Breno Miranda, Roberto Pietrantuono, Stefano Russo

J. Softw. Evol. Process., March, 2023

Assessing operational accuracy of CNN-based image classifiers using an oracle surrogate.

Antonio Guerriero, Michael R. Lyu, Roberto Pietrantuono, Stefano Russo

Intell. Syst. Appl., 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

Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

Iterative Assessment and Improvement of DNN Operational Accuracy.

Antonio Guerriero, Roberto Pietrantuono, Stefano Russo

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results, 2023

2022

Assessing Black-box Test Case Generation Techniques for Microservices.

Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo

Proceedings of the Quality of Information and Communications Technology, 2022

Automated Grey-Box Testing of Microservice Architectures.

Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

Microservices Integrated Performance and Reliability Testing.

Matteo Camilli, Antonio Guerriero, Andrea Janes, Barbara Russo, Stefano Russo

Proceedings of the IEEE/ACM International Conference on Automation of Software Test, 2022

2021

Operation is the hardest teacher: estimating DNN accuracy looking for mispredictions.

Antonio Guerriero, Roberto Pietrantuono, Stefano Russo

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

2020

Testing microservice architectures for operational reliability.

Roberto Pietrantuono, Stefano Russo, Antonio Guerriero

Softw. Test. Verification Reliab., 2020

Reliability Evaluation of ML systems, the oracle problem.

Antonio Guerriero

Proceedings of the 2020 IEEE International Symposium on Software Reliability Engineering Workshops, 2020

Learning-to-rank vs ranking-to-learn: strategies for regression testing in continuous integration.

Antonia Bertolino, Antonio Guerriero, Breno Miranda, Roberto Pietrantuono, Stefano Russo

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

2019

A Hybrid Framework for Web Services Reliability and Performance Assessment.

Antonio Guerriero, Raffaela Mirandola, Roberto Pietrantuono, Stefano Russo

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2019

2018

Run-Time Reliability Estimation of Microservice Architectures.

Roberto Pietrantuono, Stefano Russo, Antonio Guerriero

Proceedings of the 29th IEEE International Symposium on Software Reliability Engineering, 2018