Dissemination

Publications in Conference proceedings/Workshops

  • L. de-Marcos, J.M. Gutiérrez-Martínez, A. Domínguez-Díaz, S. Caro-Álvaro, D. Rodríguez. Evaluating the UX of a Microservice Web App: CyberRanges in the μDevOps Project. Proceedings of the 33rd Central European Conference on Information and Intelligent Systems. September 21-23, 2022. Dubrovnik, Croatia. pp. 471-478.
  • R. M. Hampau, M. Kaptein, R. van Emden, T. Rost, and I. Malavolta. 2022. An empirical study on the Performance and Energy Consumption of AI Containerization Strategies for Computer-Vision Tasks on the Edge. In The International Conference on Evaluation and Assessment in Software Engineering 2022 (EASE 2022), June 13–15, 2022, Gothenburg, Sweden. ACM, New York, NY, USA 10 Pages. doi
  • M. Camilli, A. Guerriero, A. Janes, B. Russo, S. Russo, Microservices Integrated Performance and Reliability Testing, 2022 IEEE/ACM International Conference on Automation of Software Test (AST), 2022, pp. 29-39, doi
  • L. Giamattei, A. Guerriero, R. Pietrantuono, S. Russo, Assessing Black-box Test Case Generation Techniques for Microservices. In: Vallecillo, A., Visser, J., Pérez-Castillo, R. (eds) Quality of Information and Communications Technology. QUATIC 2022. Communications in Computer and Information Science, vol 1621. Springer, Cham, doi
  • L. Giamattei, A. Guerriero, R. Pietrantuono, S. Russo, Automated Grey-box Testing of Microservice Architectures, 22nd IEEE International Conference on Software Quality, Reliability, and Security, December 5-9, 2022, Guangzhou, China, doi
  • R. Pietrantuono, D. Cotroneo, E. Andrade, F. Machida, An Empirical Study on Software Aging of Long-Running Object Detection Algorithms, 22nd IEEE International Conference on Software Quality, Reliability, and Security, December 5-9, 2022, Guangzhou, China, doi
  • M. Camilli, A. Guerriero, A. Janes, B. Russo, S. Russo, Microservices integrated performance and reliability testing, 3rd ACM/IEEE International Conference on Automation of Software Test, 2022, May 17-18, 2022, online, doi
  • L. Giamattei, R. Pietrantuono, S. Russo, Reasoning-Based Software Testing, ACM/IEEE 45th International Conference on Software Engineering: New Ideas and Emerging Results, May 14-30, 2023, Melbourne, Australia, doi
  • A. Guerriero, R. Pietrantuono, S. Russo, Iterative Assessment and Improvement of DNN Operational Accuracy, ACM/IEEE 45th International Conference on Software Engineering: New Ideas and Emerging Results, May 14-30, 2023, Melbourne, Australia, doi
  • M. Funke, P. Lago, R. Verdecchia, Variability Features: Extending Sustainability Decision Maps via an Industrial Case Study, IEEE 20th International Conference on Software Architecture Companion, March 13-17, 2023, L’Aquila, Italy, doi
  • L. Wagner, M. Mayer, A. Marino, A. Soldani Nezhad, H. Zwaan, I. Malavolta, On the Energy Consumption and Performance of WebAssembly Binaries across Programming Languages and Runtimes in IoT, 27th International Conference on Evaluation and Assessment in Software Engineering, June 13-16, 2023, Oulu, Finland, doi
  • R. Horn, A. Lahnaoui, E. Reinoso, S. Peng, V. Isakov, T. Islam, I. Malavolta, Native vs Web Apps: Comparing the Energy Consumption and Performance of Android Apps and their Web Counterparts, IEEE/ACM 10th International Conference on Mobile Software Engineering and Systems, May 15-16, 2023, Melbourne, Australia, doi
  • Dinga, M., Malavolta, I., Giamattei, L., Guerriero, A., Pietrantuono, R., An Empirical Evaluation of the Energy and Performance Overhead of Monitoring Tools on Docker-Based Systems, Springer, 21st International Conference on Service-Oriented Computing, 28 Nov – 1 Dec, 2023, Rome, doi
  • Pietrantuono R., An Evolutionary Strategy for Automatic Hypotheses Generation inspired by Abductive Reasoning, ACM Companion Conference on Genetic and Evolutionary Computation, Jul 15-19, 2023, Melbourne, doi
  • R. Corte and R. Pietrantuono, Towards Log-driven Testing through Transformers: A Preliminary Study, 19th European Dependable Computing Conference, Apr 8-11, 2024, Leuven, Belgium, doi
  • A. Guerriero, R. Pietrantuono, S. Russo, DeepSample: DNN Sampling-Based Testing for Operational Accuracy Assessment, IEEE/ACM 46th International Conference on Software Engineering, Apr 14 – 20, 2024, Lisbon, Portugal, doi
  • L. Giamattei, A. Guerriero, I. Malavolta, C. Mascia, R. Pietrantuono, S. Russo, Identifying Performance Issues in Microservice Architectures through Causal Reasoning, 5th IEEE/ACM International Conference on Automation of Software Test,  Apr 15-16 2024, Lisbon, Portugal, doi
  • Y. Yuan, J. Shi, Z. Zhang, K. Chen, J. Zhang, V. Stoico, I. Malavolta, The Impact of Knowledge Distillation on the Energy Consumption and Runtime Efficiency of NLP Models, 3rd IEEE/ACM International Conference on AI Engineering – Software Engineering for AI, Apr 14-15 2024, Lisbon, Portugal, doi

Articles in Journal

  • R. Pietrantuono, P. Popov, S. Russo, Reliability assessment of service-based software under operational profile uncertainty, Reliability Engineering & System Safety, Volume 204, 2020, 107193, ISSN 0951-8320, doi
  • M. Cinque, R. Della Corte, A. Pecchia, Micro2vec: Anomaly detection in microservices systems by mining numeric representations of computer logs, Journal of Network and Computer Applications, Volume 208, 2022, 103515, ISSN 1084-8045, doi
  • A. Guerriero, M. R. Lyu, R. Pietrantuono, S. Russo, Assessing operational accuracy of CNN-based image classifiers using an oracle surrogate, Intelligent Systems with Applications, Volume 17, 2023, 200172, ISSN 2667-3053, doi
  • I. Malavolta, K. Nirghin, G. L. Scoccia, S. Romano, S. Lombardi, G. Scanniello, P. Lago, JavaScript Dead Code Identification, Elimination, and Empirical Assessment, IEEE Transactions on Software Engineering, Volume 49, no. 7, pp. 3692-3714, July 2023, doi
  • L. Giamattei, A. Guerriero, R. Pietrantuono, S. Russo, I. Malavolta, T. Islam, M. Dînga, A. Koziolek, S. Singh, M. Armbruster, J.M. Gutierrez-Martinez, S. Caro-Alvaro, D. Rodriguez, S. Weber, J. Henss, E. Fernandez Vogelin, F. Simon Panojo, Monitoring tools for DevOps and microservices: A systematic grey literature review, Journal of Systems and Software, Volume 208, 2024, 111906, ISSN 0164-1212, doi
  • L. Giamattei, A. Guerriero, R. Pietrantuono, S. Russo. Causality-driven Testing of Autonomous Driving Systems. ACM Trans. Softw. Eng. Methodol. 33, 3, Article 74 (March 2024), 35 pages, doi
  • L. Giamattei, A. Guerriero, R. Pietrantuono, S. Russo, Automated functional and robustness testing of microservice architectures, Journal of Systems and Software, Volume 207, 2024, 111857, ISSN 0164-1212, doi

This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 871342