Software Quality Assurance for Microservice Development Operations Engineering

Rezultaty

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

Publikacje

Identifying Performance Issues in Microservice Architectures through Causal Reasoning

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

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

Autorzy: L. de-Marcos, J.M. Gutiérrez-Martínez, A. Domínguez-Díaz, S. Caro-Álvaro, D. Rodríguez
Opublikowane w: The 33rd Central European Conference on Information and Intelligent Systems, 2022
Wydawca: 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

Autorzy: Ruben Horn, Abdellah Lahnaoui, Edgardo Reinoso, Sicheng Peng, Vadim Isakov, Tanjina Islam, Ivano Malavolta
Opublikowane w: 2023 IEEE/ACM 10th International Conference on Mobile Software Engineering and Systems (MOBILESoft), 2023
Wydawca: 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

Autorzy: Hampau, Raluca Maria, Maurits Kaptein, Robin Van Emden, Thomas Rost, and Ivano Malavolta
Opublikowane w: International Conference on Evaluation and Assessment in Software Engineering 2022, 2022, Strona(/y) 50-59
Wydawca: ACM
DOI: 10.1145/3530019.3530025

Iterative Assessment and Improvement of DNN Operational Accuracy

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

An Evolutionary Strategy for Automatic Hypotheses Generation inspired by Abductive Reasoning

Autorzy: Roberto Pietrantuono
Opublikowane w: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, 2023, Strona(/y) 235-238, ISBN 9798400701207
Wydawca: Association for Computing Machinery
DOI: 10.1145/3583133.3590568

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

Autorzy: M. Funke, P. Lago and R. Verdecchia
Opublikowane w: 2023 IEEE 20th International Conference on Software Architecture Companion (ICSA-C), 2023
Wydawca: IEEE
DOI: 10.1109/icsa-c57050.2023.00024

DeepSample: DNN sampling-based testing for operational accuracy assessment

Autorzy: Guerriero, Antonio and Pietrantuono, Roberto and Russo, Stefano
Opublikowane w: Proceedings of the IEEE/ACM 46th International Conference on Software Engineering}, 2024
Wydawca: Association for Computing Machinery
DOI: 10.1145/3597503.3639584

Microservices integrated performance and reliability testing

Autorzy: Matteo Camilli, Antonio Guerriero, Andrea Janes, Barbara Russo, Stefano Russo
Opublikowane w: 3rd ACM/IEEE International Conference on Automation of Software Test, 2022, Strona(/y) 29-39
Wydawca: ACM/IEEE
DOI: 10.1145/3524481.3527233

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

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

Automated Grey-box Testing of Microservice Architectures

Autorzy: Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, and Stefano Russo
Opublikowane w: The 22nd IEEE Conference on Software Quality, Reliability, and Security, 2022, 2022
Wydawca: IEEE

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

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

Towards Log-driven Testing through Transformers: A Preliminary Study

Autorzy: Raffaele Della Corte, Roberto Pietrantuono
Opublikowane w: 2024 19th European Dependable Computing Conference (EDCC), 2024, Strona(/y) 103-106
Wydawca: IEEE
DOI: 10.1109/edcc61798.2024.00030

Assessing Black-box Test Case Generation Techniques for Microservices

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

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

Autorzy: Roberto Pietrantuono, Domenico Cotroneo, Ermeson Andrade, Fumio Machida
Opublikowane w: The 22nd IEEE Conference on Software Quality, Reliability, and Security, 2022, 2022
Wydawca: IEEE

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

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

Reasoning-Based Software Testing

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

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

Autorzy: 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
Opublikowane w: Journal of Systems and Software, Numer Volume 208, 2024, Strona(/y) 111906, ISSN 0164-1212
Wydawca: Elsevier BV
DOI: 10.1016/j.jss.2023.111906

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

Autorzy: Antonio Guerriero, Michael R. Lyu, Roberto Pietrantuono, Stefano Russo
Opublikowane w: Intelligent Systems with Applications, Numer Vol 17, 2023, Strona(/y) 200172, ISSN 2667-3053
Wydawca: Elsevier Ltd
DOI: 10.1016/j.iswa.2022.200172

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

Autorzy: Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
Opublikowane w: Journal of Network and Computer Applications, Numer 10848045, 2022, Strona(/y) 103515, ISSN 1084-8045
Wydawca: Academic Press
DOI: 10.1016/j.jnca.2022.103515

Reliability assessment of service-based software under operational profile uncertainty

Autorzy: Roberto Pietrantuono, Peter Popov, Stefano Russo
Opublikowane w: Reliability Engineering & System Safety, 2020, ISSN 0951-8320
Wydawca: Elsevier BV
DOI: 10.1016/j.ress.2020.107193

Causality-driven Testing of Autonomous Driving Systems

Autorzy: Giamattei, Luca and Guerriero, Antonio and Pietrantuono, Roberto and Russo, Stefano
Opublikowane w: ACM Trans. Softw. Eng. Methodol., Numer Vol 33, n. 3, 2024, Strona(/y) 35, ISSN 1049-331X
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3635709

Automated functional and robustness testing of microservice architectures

Autorzy: Luca Giamattei; Antonio Guerriero; Roberto Pietrantuono; Stefano Russo
Opublikowane w: Journal of Systems and Software, Numer Volume 207, 111857, 2024, Strona(/y) 1-14, ISSN 0164-1212
Wydawca: Elsevier BV
DOI: 10.1016/j.jss.2023.111857

JavaScript Dead Code Identification, Elimination, and Empirical Assessment

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

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