Antonio Guerriero

33 papers A* 3A 3C 5Misc 2Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multivariate anomaly detection and root cause analysis of energy issues in microservice-based systems.
J. Syst. Softw.
Berta Rodriguez Sanchez, Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Ivano Malavolta
2026 J jnl
On-device training and pruning for energy saving and continuous learning in resource-constrained MCUs.
Future Gener. Comput. Syst.
Pietro Fusco, Gennaro Pio Rimoli, Antonio Guerriero, Francesco Palmieri, Massimo Ficco
2025 Misc conf
A Benchmark for DDoS Attacks Detection in Microservice Architectures.
ICNC
Massimo Ficco, Pietro Fusco, Antonio Guerriero, Roberto Pietrantuono, M. Russo, Flavio Palmieri, Stefano Russo
2025 C conf
Adaptive Probabilistic Operational Testing for Large Language Models Evaluation.
AST
Ali Asgari, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2025 J jnl
Causal reasoning in Software Quality Assurance: A systematic review.
Inf. Softw. Technol.
Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2025 — conf
Detecting DDoS Attacks in Microservice Architectures via AI-Based Agents.
ICCSA (Workshops 4)
Giacomo Benedetti, Luca Caviglione, Alberto Falcone, Massimo Ficco, Massimo Guarascio, Antonio Guerriero
2025 A conf
Learning-based Automated Generation of Critical Workload Configurations for Microservices Performance Testing.
ICWS
Cristian Mascia, Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2025 — conf
Microservices Performance Testing with Causality-enhanced Large Language Models.
Forge@ICSE
Cristian Mascia, Antonio Guerriero, Luca Giamattei, Roberto Pietrantuono, Stefano Russo
2024 A conf
Anomaly Detection and Root Cause Analysis of Microservices Energy Consumption.
ICWS
Maximilian Stefan Floroiu, Stefano Russo, Luca Giamattei, Antonio Guerriero, Ivano Malavolta, Roberto Pietrantuono
2024 J jnl
Automated functional and robustness testing of microservice architectures.
J. Syst. Softw.
Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2024 J jnl
Causal Reasoning in Software Quality Assurance: A Systematic Review.
CoRR
Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2024 J jnl
Causality-driven Testing of Autonomous Driving Systems.
ACM Trans. Softw. Eng. Methodol.
Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2024 A* conf
DeepSample: DNN sampling-based testing for operational accuracy assessment.
ICSE
Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2024 J jnl
DeepSample: DNN sampling-based testing for operational accuracy assessment.
CoRR
Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2024 J jnl
Federated learning for IoT devices: Enhancing TinyML with on-board training.
Inf. Fusion
Massimo Ficco, Antonio Guerriero, E. Milite, Francesco Palmieri, Roberto Pietrantuono, Stefano Russo
2024 C conf
Identifying Performance Issues in Microservice Architectures through Causal Reasoning.
AST
Luca Giamattei, Antonio Guerriero, Ivano Malavolta, Cristian Mascia, Roberto Pietrantuono, Stefano Russo
2024 J jnl
Monitoring tools for DevOps and microservices: A systematic grey literature review.
J. Syst. Softw.
Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo, Ivano Malavolta, Tanjina Islam, Madalina Dinga, Anne Koziolek, Snigdha Singh, Martin Armbruster, Jose-Maria Gutierrez-Martinez, Sergio Caro-Álvaro, Daniel Rodríguez, Sebastian Weber, Jörg Henss, Estrella Fernández Vogelin, Fernando Simön Panojo
2024 C ed.
Proceedings of the 5th ACM/IEEE International Conference on Automation of Software Test (AST 2024), Lisbon, Portugal, April 15-16, 2024
AST
Francesca Lonetti, Antonio Guerriero, Mehrdad Saadatmand, Christof J. Budnik, Jenny Li
2023 — conf
An Empirical Evaluation of the Energy and Performance Overhead of Monitoring Tools on Docker-Based Systems.
ICSOC (1)
Madalina Dinga, Ivano Malavolta, Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono
2023 J jnl
Assessing operational accuracy of CNN-based image classifiers using an oracle surrogate.
Intell. Syst. Appl.
Antonio Guerriero, Michael R. Lyu, Roberto Pietrantuono, Stefano Russo
2023 J jnl
DevOpRET: Continuous reliability testing in DevOps.
J. Softw. Evol. Process.
Antonia Bertolino, Guglielmo De Angelis, Antonio Guerriero, Breno Miranda, Roberto Pietrantuono, Stefano Russo
2023 — conf
Iterative Assessment and Improvement of DNN Operational Accuracy.
ICSE (NIER)
Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2023 J jnl
Iterative Assessment and Improvement of DNN Operational Accuracy.
CoRR
Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2022 Misc conf
Assessing Black-box Test Case Generation Techniques for Microservices.
QUATIC
Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2022 C conf
Automated Grey-Box Testing of Microservice Architectures.
QRS
Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2022 C conf
Microservices Integrated Performance and Reliability Testing.
AST
Matteo Camilli, Antonio Guerriero, Andrea Janes, Barbara Russo, Stefano Russo
2021 A* conf
Operation is the hardest teacher: estimating DNN accuracy looking for mispredictions.
ICSE
Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2021 J jnl
Operation is the hardest teacher: estimating DNN accuracy looking for mispredictions.
CoRR
Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
2020 A* conf
Learning-to-rank vs ranking-to-learn: strategies for regression testing in continuous integration.
ICSE
Antonia Bertolino, Antonio Guerriero, Breno Miranda, Roberto Pietrantuono, Stefano Russo
2020 — conf
Reliability Evaluation of ML systems, the oracle problem.
ISSRE Workshops
Antonio Guerriero
2020 J jnl
Testing microservice architectures for operational reliability.
Softw. Test. Verification Reliab.
Roberto Pietrantuono, Stefano Russo, Antonio Guerriero
2019 — conf
A Hybrid Framework for Web Services Reliability and Performance Assessment.
ISSRE Workshops
Antonio Guerriero, Raffaela Mirandola, Roberto Pietrantuono, Stefano Russo
2018 A conf
Run-Time Reliability Estimation of Microservice Architectures.
ISSRE
Roberto Pietrantuono, Stefano Russo, Antonio Guerriero