| On the co-evolution of ml pipelines and source code-empirical study of dvc projects A Barrak, EE Eghan, B Adams 2021 IEEE International Conference on Software Analysis, Evolution and …, 2021 | 41 | 2021 |
| Serverless on machine learning: A systematic mapping study A Barrak, F Petrillo, F Jaafar IEEE Access 10, 99337-99352, 2022 | 18 | 2022 |
| The state of practice on virtual reality (vr) applications: An exploratory study on github and stack overflow N Ghrairi, S Kpodjedo, A Barrak, F Petrillo, F Khomh 2018 IEEE International Conference on Software Quality, Reliability and …, 2018 | 18 | 2018 |
| Why do builds fail?—A conceptual replication study A Barrak, EE Eghan, B Adams, F Khomh Journal of Systems and Software 177, 110939, 2021 | 12 | 2021 |
| Identification of compromised IoT devices: Combined approach based on energy consumption and network traffic analysis F Jaafar, D Ameyed, A Barrak, M Cheriet 2021 IEEE 21st International Conference on Software Quality, Reliability and …, 2021 | 4 | 2021 |
| Exploring the Impact of Serverless Computing on Peer To Peer Training Machine Learning A Barrak, R Trabelsi, F Jaafar, F Petrillo IC2E 2023 11th IEEE International Conference on Cloud Engineering, 2023 | 2 | 2023 |
| Just-in-time detection of protection-impacting changes on WordPress and MediaWiki A Barrak, MA Laverdière, F Khomh, L An, E Merlo Proceedings of the 28th Annual International Conference on Computer Science …, 2018 | 2 | 2018 |
| SPIRT: A Fault-Tolerant and Reliable Peer-to-Peer Serverless ML Training Architecture A Barrak, M Jaziri, R Trabelsi, F Jaafar, F Petrillo 2023 IEEE 23rd International Conference on Software Quality, Reliability and …, 2023 | 1 | 2023 |
| Architecting Peer-to-Peer Serverless Distributed Machine Learning Training for Improved Fault Tolerance A Barrak, F Petrillo, F Jaafar arXiv preprint arXiv:2302.13995, 2023 | 1 | 2023 |
| On securing the communication in iot infrastructure using elliptic curve cryptography H Bourreau, E Guichet, A Barrak, B Simon, F Jaafar 2022 IEEE 22nd International Conference on Software Quality, Reliability …, 2022 | 1 | 2022 |
| Incorporating Serverless Computing into P2P Networks for ML Training: In-Database Tasks and Their Scalability Implications (Student Abstract) A Barrak The 38th Annual AAAI Conference on Artificial Intelligence, 2024 | | 2024 |
| The Promise of Serverless Computing within Peer-to-Peer Architectures for Distributed ML Training A Barrak The 38th Annual AAAI Conference on Artificial Intelligence - DOCTORAL CONSORTIUM, 2024 | | 2024 |
| Toward a traceable, explainable, and fair JD/Resume recommendation system A Barrak, B Adams, A Zouaq arXiv preprint arXiv:2202.08960, 2022 | | 2022 |
| 2023 IEEE 23rd International Conference on Software Quality, Reliability, and Security (QRS)| 979-8-3503-1958-3/23/$31.00© 2023 IEEE| DOI: 10.1109/QRS60937. 2023.00081 A Ahmad, L Ardito, G Bai, T Bai, M Ballario, A Barrak, S Bian, A Bondavalli, ... | | |
Fabio PetrilloAssociate Professor, École de Technologie Supérieure (ÉTS)Verified email at etsmtl.ca
