Amine Barrak

According to our database, Amine Barrak authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Incorporating Serverless Computing into P2P Networks for ML Training: In-Database Tasks and Their Scalability Implications (Student Abstract).

Amine Barrak

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

The Promise of Serverless Computing within Peer-to-Peer Architectures for Distributed ML Training.

Amine Barrak

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Architecting Peer-to-Peer Serverless Distributed Machine Learning Training for Improved Fault Tolerance.

Amine Barrak, Fábio Petrillo, Fehmi Jaafar

CoRR, 2023

SPIRT: A Fault-Tolerant and Reliable Peer-to-Peer Serverless ML Training Architecture.

Amine Barrak, Mayssa Jaziri, Ranim Trabelsi, Fehmi Jaafar, Fábio Petrillo

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Exploring the Impact of Serverless Computing on Peer To Peer Training Machine Learning.

Amine Barrak, Ranim Trabelsi, Fehmi Jaafar, Fábio Petrillo

Proceedings of the IEEE International Conference on Cloud Engineering, 2023

2022

Toward a traceable, explainable, and fairJD/Resume recommendation system.

Amine Barrak, Bram Adams, Amal Zouaq

CoRR, 2022

Serverless on Machine Learning: A Systematic Mapping Study.

Amine Barrak, Fábio Petrillo, Fehmi Jaafar

IEEE Access, 2022

On Securing the Communication in IoT Infrastructure using Elliptic Curve Cryptography.

Hugo Bourreau, Emeric Guichet, Amine Barrak, Benoît Simon, Fehmi Jaafar

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

2021

Why do builds fail? - A conceptual replication study.

Amine Barrak, Ellis E. Eghan, Bram Adams, Foutse Khomh

J. Syst. Softw., 2021

On the Co-evolution of ML Pipelines and Source Code - Empirical Study of DVC Projects.

Amine Barrak, Ellis E. Eghan, Bram Adams

Proceedings of the 28th IEEE International Conference on Software Analysis, 2021

Identification of Compromised IoT Devices: Combined Approach Based on Energy Consumption and Network Traffic Analysis.

Fehmi Jaafar, Darine Ameyed, Amine Barrak, Mohamed Cheriet

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

2018

The State of Practice on Virtual Reality (VR) Applications: An Exploratory Study on Github and Stack Overflow.

Naoures Ghrairi, Segla Kpodjedo, Amine Barrak, Fábio Petrillo, Foutse Khomh

Proceedings of the 2018 IEEE International Conference on Software Quality, 2018

Just-in-time detection of protection-impacting changes on WordPress and MediaWiki.

Amine Barrak, Marc-André Laverdière, Foutse Khomh, Le An, Ettore Merlo

Proceedings of the 28th Annual International Conference on Computer Science and Software Engineering, 2018