Amine Barrak

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Machine Learning

Fault Tolerance

Top Venues

Publications

Amine Barrak, Gildas Fofe, Léo Mackowiak, Emmanuel Kouam, Fehmi Jaafar
Securing AWS Lambda: Advanced Strategies and Best Practices. CSCloud (2024)
Amine Barrak
The Promise of Serverless Computing within Peer-to-Peer Architectures for Distributed ML Training. AAAI (2024)
Amine Barrak
Incorporating Serverless Computing into P2P Networks for ML Training: In-Database Tasks and Their Scalability Implications (Student Abstract). AAAI (2024)
Amine Barrak, Fábio Petrillo, Fehmi Jaafar
Architecting Peer-to-Peer Serverless Distributed Machine Learning Training for Improved Fault Tolerance. CoRR (2023)
Amine Barrak, Ranim Trabelsi, Fehmi Jaafar, Fábio Petrillo
Exploring the Impact of Serverless Computing on Peer To Peer Training Machine Learning. IC2E (2023)
Amine Barrak, Ranim Trabelsi, Fehmi Jaafar, Fábio Petrillo
Exploring the Impact of Serverless Computing on Peer To Peer Training Machine Learning. CoRR (2023)
Amine Barrak, Mayssa Jaziri, Ranim Trabelsi, Fehmi Jaafar, Fábio Petrillo
SPIRT: A Fault-Tolerant and Reliable Peer-to-Peer Serverless ML Training Architecture. QRS (2023)
Amine Barrak, Mayssa Jaziri, Ranim Trabelsi, Fehmi Jaafar, Fábio Petrillo
SPIRT: A Fault-Tolerant and Reliable Peer-to-Peer Serverless ML Training Architecture. CoRR (2023)
Amine Barrak, Bram Adams, Amal Zouaq
Toward a traceable, explainable, and fairJD/Resume recommendation system. CoRR (2022)
Amine Barrak, Fábio Petrillo, Fehmi Jaafar
Serverless on Machine Learning: A Systematic Mapping Study. IEEE Access 10 (2022)
Hugo Bourreau, Emeric Guichet, Amine Barrak, Benoît Simon, Fehmi Jaafar
On Securing the Communication in IoT Infrastructure using Elliptic Curve Cryptography. QRS Companion (2022)
Fehmi Jaafar, Darine Ameyed, Amine Barrak, Mohamed Cheriet
Identification of Compromised IoT Devices: Combined Approach Based on Energy Consumption and Network Traffic Analysis. QRS (2021)
Amine Barrak, Ellis E. Eghan, Bram Adams
On the Co-evolution of ML Pipelines and Source Code - Empirical Study of DVC Projects. SANER (2021)
Amine Barrak, Ellis E. Eghan, Bram Adams, Foutse Khomh
Why do builds fail? - A conceptual replication study. J. Syst. Softw. 177 (2021)
Naoures Ghrairi, Segla Kpodjedo, Amine Barrak, Fábio Petrillo, Foutse Khomh
The State of Practice on Virtual Reality (VR) Applications: An Exploratory Study on Github and Stack Overflow. QRS (2018)
Amine Barrak, Marc-André Laverdière, Foutse Khomh, Le An, Ettore Merlo
Just-in-time detection of protection-impacting changes on WordPress and MediaWiki. CASCON (2018)