Software Quality Assurance for Microservice Development Operations Engineering

Livrables

Analysis and characterization of Microservice Development Operations Engineering and Modelling techniques and formalisms for μDevOps

It reports the output of T21 T22 and T23We foresee an internal deliverable D21a at month 24 with all what is needed from the modelling and DSML side to complete the other Deliverable of WP2 D22 Then since the modelling techniques and the formalism the DSML defined in this WP2 is also linked to all the other WPs the content will be incrementally updated up to month 45 The final delivery date is at month450

Business risk assessment techniques

It reports the output of T41T42 T43

Sampling-based Testing Techniques Design and Algorithms for QoS Testing

It reports about T31 T32 T33 T34

Publications

Identifying Performance Issues in Microservice Architectures through Causal Reasoning

Auteurs: Giamattei, Luca and Guerriero, Antonio and Malavolta, Ivano and Mascia, Cristian and Pietrantuono, Roberto and Russo, Stefano
Publié dans: Proceedings of the 5th ACM/IEEE International Conference on Automation of Software Test (AST 2024), 2024
Éditeur: Association for Computing Machinery
DOI: 10.1145/3644032.3644460

Evaluating the UX of a Microservice Web App: CyberRanges in the μDevOps Project

Auteurs: L. de-Marcos, J.M. Gutiérrez-Martínez, A. Domínguez-Díaz, S. Caro-Álvaro, D. Rodríguez
Publié dans: The 33rd Central European Conference on Information and Intelligent Systems, 2022
Éditeur: Central European Conference on Information and Intelligent Systems

Native vs Web Apps: Comparing the Energy Consumption and Performance of Android Apps and their Web Counterparts

Auteurs: Ruben Horn, Abdellah Lahnaoui, Edgardo Reinoso, Sicheng Peng, Vadim Isakov, Tanjina Islam, Ivano Malavolta
Publié dans: 2023 IEEE/ACM 10th International Conference on Mobile Software Engineering and Systems (MOBILESoft), 2023
Éditeur: ACM
DOI: 10.1109/mobilsoft59058.2023.00013

An empirical study on the Performance and Energy Consumption of AI Containerization Strategies for Computer-Vision Tasks on the Edge

Auteurs: Hampau, Raluca Maria, Maurits Kaptein, Robin Van Emden, Thomas Rost, and Ivano Malavolta
Publié dans: International Conference on Evaluation and Assessment in Software Engineering 2022, 2022, Page(s) 50-59
Éditeur: ACM
DOI: 10.1145/3530019.3530025

Iterative Assessment and Improvement of DNN Operational Accuracy

Auteurs: Antonio Guerriero, Roberto Pietrantuono, and Stefano Russo
Publié dans: Proceedings of the 45th International Conference on Software Engineering: New Ideas and Emerging Results, 2023
Éditeur: IEEE
DOI: 10.1109/icse-nier58687.2023.00014

An Evolutionary Strategy for Automatic Hypotheses Generation inspired by Abductive Reasoning

Auteurs: Roberto Pietrantuono
Publié dans: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, 2023, Page(s) 235-238, ISBN 9798400701207
Éditeur: Association for Computing Machinery
DOI: 10.1145/3583133.3590568

Variability Features: Extending Sustainability Decision Maps via an Industrial Case Study

Auteurs: M. Funke, P. Lago and R. Verdecchia
Publié dans: 2023 IEEE 20th International Conference on Software Architecture Companion (ICSA-C), 2023
Éditeur: IEEE
DOI: 10.1109/icsa-c57050.2023.00024

DeepSample: DNN sampling-based testing for operational accuracy assessment

Auteurs: Guerriero, Antonio and Pietrantuono, Roberto and Russo, Stefano
Publié dans: Proceedings of the IEEE/ACM 46th International Conference on Software Engineering}, 2024
Éditeur: Association for Computing Machinery
DOI: 10.1145/3597503.3639584

Microservices integrated performance and reliability testing

Auteurs: Matteo Camilli, Antonio Guerriero, Andrea Janes, Barbara Russo, Stefano Russo
Publié dans: 3rd ACM/IEEE International Conference on Automation of Software Test, 2022, Page(s) 29-39
Éditeur: ACM/IEEE
DOI: 10.1145/3524481.3527233

The Impact of Knowledge Distillation on the Energy Consumption and Runtime Efficiency of NLP Models

Auteurs: Yuan, Ye and Zhang, Jingzhi and Zhang, Zongyao and Chen, Kaiwei and Shi, Jiacheng and Stoico, Vincenzo and Malavolta, Ivano
Publié dans: 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN), 2024
Éditeur: Association for Computing Machinery
DOI: 10.1145/3644815.3644966

Automated Grey-box Testing of Microservice Architectures

Auteurs: Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, and Stefano Russo
Publié dans: The 22nd IEEE Conference on Software Quality, Reliability, and Security, 2022, 2022
Éditeur: IEEE

An Empirical Evaluation of the Energy and Performance Overhead of Monitoring Tools on Docker-Based Systems

Auteurs: Dinga, M., Malavolta, I., Giamattei, L., Guerriero, A., Pietrantuono, R.
Publié dans: Monti, F., Rinderle-Ma, S., Ruiz Cortés, A., Zheng, Z., Mecella, M. (eds) Service-Oriented Computing. ICSOC 2023. Lecture Notes in Computer Science, Numéro vol 14419, 2023, ISBN 978-3-031-48420-9
Éditeur: Springer
DOI: 10.1007/978-3-031-48421-6_13

Towards Log-driven Testing through Transformers: A Preliminary Study

Auteurs: Raffaele Della Corte, Roberto Pietrantuono
Publié dans: 2024 19th European Dependable Computing Conference (EDCC), 2024, Page(s) 103-106
Éditeur: IEEE
DOI: 10.1109/edcc61798.2024.00030

Assessing Black-box Test Case Generation Techniques for Microservices

Auteurs: L. Giamattei, A. Guerriero, R. Pietrantuono, S. Russo
Publié dans: In: Vallecillo, A., Visser, J., Pérez-Castillo, R. (eds) Quality of Information and Communications Technology. QUATIC 2022. Communications in Computer and Information Science, Numéro vol 1621, 2022
Éditeur: Springer
DOI: 10.1007/978-3-031-14179-9_4

An Empirical Study on Software Aging of Long-Running Object Detection Algorithms

Auteurs: Roberto Pietrantuono, Domenico Cotroneo, Ermeson Andrade, Fumio Machida
Publié dans: The 22nd IEEE Conference on Software Quality, Reliability, and Security, 2022, 2022
Éditeur: IEEE

On the Energy Consumption and Performance of WebAssembly Binaries across Programming Languages and Runtimes in IoT

Auteurs: Wagner Linus, Mayer Maximilian, Marino,rea, Soldani Nezhad Alireza, Zwaan Hugo, Malavolta Ivano
Publié dans: Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering, 2023
Éditeur: ACM
DOI: 10.1145/3593434.3593454

Reasoning-Based Software Testing

Auteurs: Giamattei, Luca; Pietrantuono, Roberto; Russo, Stefano
Publié dans: Proceedings of the 45th International Conference on Software Engineering: New Ideas and Emerging Results, 2023
Éditeur: IEEE
DOI: 10.1109/icse-nier58687.2023.00018

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

Auteurs: 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
Publié dans: Journal of Systems and Software, Numéro Volume 208, 2024, Page(s) 111906, ISSN 0164-1212
Éditeur: Elsevier BV
DOI: 10.1016/j.jss.2023.111906

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

Auteurs: Antonio Guerriero, Michael R. Lyu, Roberto Pietrantuono, Stefano Russo
Publié dans: Intelligent Systems with Applications, Numéro Vol 17, 2023, Page(s) 200172, ISSN 2667-3053
Éditeur: Elsevier Ltd
DOI: 10.1016/j.iswa.2022.200172

Micro2vec: Anomaly detection in microservices systems by mining numeric representations of computer logs

Auteurs: Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
Publié dans: Journal of Network and Computer Applications, Numéro 10848045, 2022, Page(s) 103515, ISSN 1084-8045
Éditeur: Academic Press
DOI: 10.1016/j.jnca.2022.103515

Reliability assessment of service-based software under operational profile uncertainty

Auteurs: Roberto Pietrantuono, Peter Popov, Stefano Russo
Publié dans: Reliability Engineering & System Safety, 2020, ISSN 0951-8320
Éditeur: Elsevier BV
DOI: 10.1016/j.ress.2020.107193

Causality-driven Testing of Autonomous Driving Systems

Auteurs: Giamattei, Luca and Guerriero, Antonio and Pietrantuono, Roberto and Russo, Stefano
Publié dans: ACM Trans. Softw. Eng. Methodol., Numéro Vol 33, n. 3, 2024, Page(s) 35, ISSN 1049-331X
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3635709

Automated functional and robustness testing of microservice architectures

Auteurs: Luca Giamattei; Antonio Guerriero; Roberto Pietrantuono; Stefano Russo
Publié dans: Journal of Systems and Software, Numéro Volume 207, 111857, 2024, Page(s) 1-14, ISSN 0164-1212
Éditeur: Elsevier BV
DOI: 10.1016/j.jss.2023.111857

JavaScript Dead Code Identification, Elimination, and Empirical Assessment

Auteurs: Malavolta Ivano, Nirghin Kishan, Scoccia Gian Luca, Romano Simone, Lombardi Salvatore, Scanniello Giuseppe, Lago Patricia
Publié dans: IEEE Transactions on Software Engineering, 2023, ISSN 0098-5589
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tse.2023.3267848

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