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Anomaly Detection and Root Cause Analysis of Microservices Energy Consumption
Maximilian Stefan Floroiu, Stefano Russo, Luca Giamattei, Antonio Guerriero, Ivano Malavolta, Roberto Pietrantuono
DeepSample: DNN sampling-based testing for operational accuracy assessment
Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
Identifying Performance Issues in Microservice Architectures through Causal Reasoning
Luca Giamattei, Antonio Guerriero, Ivano Malavolta, Cristian Mascia, Roberto Pietrantuono, Stefano Russo
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
Iterative Assessment and Improvement of DNN Operational Accuracy
Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
Automated Grey-Box Testing of Microservice Architectures
Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
Assessing Black-box Test Case Generation Techniques for Microservices
Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
Microservices integrated performance and reliability testing
Matteo Camilli, Antonio Guerriero, Andrea Janes, Barbara Russo, Stefano Russo
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Operation is the hardest teacher: estimating DNN accuracy looking for mispredictions
Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
Learning-to-rank vs ranking-to-learn: Strategies for regression testing in continuous integration
Antonia Bertolino, Antonio Guerriero, Breno Miranda, Roberto Pietrantuono, Stefano Russo