Software Quality Assurance for Microservice Development Operations Engineering

Informacje na temat projektu

uDEVOPS

Identyfikator umowy o grant: 871342

DOI

10.3030/871342

Projekt został zamknięty

Data podpisania przez KE 15 Października 2019

Data rozpoczęcia 1 Marca 2020

Data zakończenia 31 Maja 2025

Finansowanie w ramach

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Koszt całkowity

€ 749 800,00

Wkład UE

€ 749 800,00

Koordynowany przez

CONSORZIO INTERUNIVERSITARIO NAZIONALE PER L'INFORMATICA
Italy

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Documents, reports (5)

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

Testing process definition for μDevOps Engineering and Validation of μDevOps testing and platform

It is the output of T5.1, T5.2, T5.4

Business risk assessment techniques

It reports the output of T41T42 T43

Dissemination & Outreach Activities plan

The first version of this deliverable at month 21 and then is updated every 6 months. The final version is delivered at month 63. It is the output of T6.1.

Sampling-based Testing Techniques Design and Algorithms for QoS Testing

It reports about T31 T32 T33 T34

Publikacje

Conference proceedings (21)

A Benchmark for DDoS Attacks Detection in Microservice Architectures

Autorzy: M. Ficco, P. Fusco, A. Guerriero, R. Pietrantuono, M. Russo, F. Palmieri, S. Russo
Opublikowane w: 2025 International Conference on Computing, Networking and Communications (ICNC), 2025, Strona(/y) 345-349
Wydawca: IEEE
DOI: 10.1109/icnc64010.2025.10994136

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

Adaptive Probabilistic Operational Testing for Large Language Models Evaluation

Autorzy: Ali Asgari, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
Opublikowane w: Proceedings of The 6th ACM/IEEE International Conference on Automation of Software Test (AST 2025), 2025
Wydawca: ACM/IEEE

Microservices Performance Testing with Causality-enhanced Large Language Models

Autorzy: Cristian Mascia, Antonio Guerriero, Luca Giamattei, Roberto Pietrantuono, Stefano Russo
Opublikowane w: 2025 IEEE/ACM Second International Conference on AI Foundation Models and Software Engineering (Forge), 2025, Strona(/y) 136-140
Wydawca: IEEE
DOI: 10.1109/forge66646.2025.00022

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

Anomaly Detection and Root Cause Analysis of Microservices Energy Consumption

Autorzy: Maximilian Stefan Floroiu, Stefano Russo, Luca Giamattei, Antonio Guerriero, Ivano Malavolta, Roberto Pietrantuono
Opublikowane w: 2024 IEEE International Conference on Web Services (ICWS), 2024, Strona(/y) 590-600
Wydawca: IEEE
DOI: 10.1109/icws62655.2024.00079

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

Peer reviewed articles (11)

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

Development and evaluation of a reference measurement model for assessing the resource and energy efficiency of software products and components—Green Software Measurement Model (GSMM)

Autorzy: Achim Guldner, Rabea Bender, Coral Calero, Giovanni S. Fernando, Markus Funke, Jens Gröger, Lorenz M. Hilty, Julian Hörnschemeyer, Geerd-Dietger Hoffmann, Dennis Junger, Tom Kennes, Sandro Kreten, Patricia Lago, Franziska Mai, Ivano Malavolta, Julien Murach, Kira Obergöker, Benno Schmidt, Arne Tarara, Joseph P. De Veaugh-Geiss, Sebastian Weber, Max Westing, Volker Wohlgemuth, Stefan Naumann
Opublikowane w: Future Generation Computer Systems, Numer 155, 2024, Strona(/y) 402-418, ISSN 0167-739X
Wydawca: Elsevier BV
DOI: 10.1016/j.future.2024.01.033

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

Reinforcement learning for online testing of autonomous driving systems: a replication and extension study

Autorzy: Luca Giamattei, Matteo Biagiola, Roberto Pietrantuono, Stefano Russo, Paolo Tonella
Opublikowane w: Empirical Software Engineering, Numer 30, 2025, ISSN 1382-3256
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10664-024-10562-5

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 207, 2024, Strona(/y) 111857, ISSN 0164-1212
Wydawca: Elsevier BV
DOI: 10.1016/j.jss.2023.111857

Automatic Generation of Plausible Co-Occurring Causes for Effects Explanation or Prediction

Autorzy: Roberto Pietrantuono, Stefano Russo
Opublikowane w: ACM Transactions on Intelligent Systems and Technology, Numer 16, 2025, Strona(/y) 1-31, ISSN 2157-6904
Wydawca: Association for Computing Machinery (ACM)
DOI: 10.1145/3725855

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

Causal reasoning in Software Quality Assurance: A systematic review

Autorzy: Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo
Opublikowane w: Information and Software Technology, Numer 178, 2024, Strona(/y) 107599, ISSN 0950-5849
Wydawca: Elsevier BV
DOI: 10.1016/j.infsof.2024.107599

Book chapters (1)

Ten Years of Teaching Empirical Software Engineering in the Context of Energy-Efficient Software

Autorzy: Ivano Malavolta, Vincenzo Stoico, Patricia Lago
Opublikowane w: Handbook on Teaching Empirical Software Engineering, Numer Ten Years of Teaching Empirical Software Engineering in the context of Energy-efficient Software, 2024, Strona(/y) 209-253
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-71769-7_8