Amine Barrak

25 papers A* 2A 1B 1C 4Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
CARGO: A Framework for Confidence-Aware Routing of Large Language Models.
CoRR
Amine Barrak, Yosr Fourati, Michael Olchawa, Emna Ksontini, Khalil Zoghlami
2025 J jnl
Cost-Performance Analysis: A Comparative Study of CPU-Based Serverless and GPU-Based Training Architectures.
CoRR
Amine Barrak, Fábio Petrillo, Fehmi Jaafar
2025 — conf
Dependable Software-Optimized Energy Management for IoT-Enabled Smart Buildings.
SERP4IoT
Aycha Abid, Amine Barrak, Issouf Bakayoko, Fehmi Jaafar, David Rancourt
2025 C conf
FaaSGuard: Secure CI/CD for Serverless Applications - An OpenFaaS Case Study.
SCAM
Amine Barrak, Emna Ksontini, Ridouane Atike, Fehmi Jaafar
2025 J jnl
FaaSGuard: Secure CI/CD for Serverless Applications - An OpenFaaS Case Study.
CoRR
Amine Barrak, Emna Ksontini, Ridouane Atike, Fehmi Jaafar
2025 J jnl
Scalable and Cost-Efficient ML Inference: Parallel Batch Processing with Serverless Functions.
CoRR
Amine Barrak, Emna Ksontini
2025 — conf
Traceability and Accountability in Role-Specialized Multi-Agent LLM Pipelines.
ASEW
Amine Barrak
2025 J jnl
Traceability and Accountability in Role-Specialized Multi-Agent LLM Pipelines.
CoRR
Amine Barrak
2024 A* conf
Incorporating Serverless Computing into P2P Networks for ML Training: In-Database Tasks and Their Scalability Implications (Student Abstract).
AAAI
Amine Barrak
2024 — conf
Scalable and Cost-Efficient ML Inference: Parallel Batch Processing with Serverless Functions.
ICSOC Workshops (2)
Amine Barrak, Emna Ksontini
2024 — conf
Securing AWS Lambda: Advanced Strategies and Best Practices.
CSCloud
Amine Barrak, Gildas Fofe, Léo Mackowiak, Emmanuel Kouam, Fehmi Jaafar
2024 A* conf
The Promise of Serverless Computing within Peer-to-Peer Architectures for Distributed ML Training.
AAAI
Amine Barrak
2023 J jnl
Architecting Peer-to-Peer Serverless Distributed Machine Learning Training for Improved Fault Tolerance.
CoRR
Amine Barrak, Fábio Petrillo, Fehmi Jaafar
2023 B conf
Exploring the Impact of Serverless Computing on Peer To Peer Training Machine Learning.
IC2E
Amine Barrak, Ranim Trabelsi, Fehmi Jaafar, Fábio Petrillo
2023 J jnl
Exploring the Impact of Serverless Computing on Peer To Peer Training Machine Learning.
CoRR
Amine Barrak, Ranim Trabelsi, Fehmi Jaafar, Fábio Petrillo
2023 C conf
SPIRT: A Fault-Tolerant and Reliable Peer-to-Peer Serverless ML Training Architecture.
QRS
Amine Barrak, Mayssa Jaziri, Ranim Trabelsi, Fehmi Jaafar, Fábio Petrillo
2023 J jnl
SPIRT: A Fault-Tolerant and Reliable Peer-to-Peer Serverless ML Training Architecture.
CoRR
Amine Barrak, Mayssa Jaziri, Ranim Trabelsi, Fehmi Jaafar, Fábio Petrillo
2022 — conf
On Securing the Communication in IoT Infrastructure using Elliptic Curve Cryptography.
QRS Companion
Hugo Bourreau, Emeric Guichet, Amine Barrak, Benoît Simon, Fehmi Jaafar
2022 J jnl
Serverless on Machine Learning: A Systematic Mapping Study.
IEEE Access
Amine Barrak, Fábio Petrillo, Fehmi Jaafar
2022 J jnl
Toward a traceable, explainable, and fairJD/Resume recommendation system.
CoRR
Amine Barrak, Bram Adams, Amal Zouaq
2021 C conf
Identification of Compromised IoT Devices: Combined Approach Based on Energy Consumption and Network Traffic Analysis.
QRS
Fehmi Jaafar, Darine Ameyed, Amine Barrak, Mohamed Cheriet
2021 A conf
On the Co-evolution of ML Pipelines and Source Code - Empirical Study of DVC Projects.
SANER
Amine Barrak, Ellis E. Eghan, Bram Adams
2021 J jnl
Why do builds fail? - A conceptual replication study.
J. Syst. Softw.
Amine Barrak, Ellis E. Eghan, Bram Adams, Foutse Khomh
2018 — conf
Just-in-time detection of protection-impacting changes on WordPress and MediaWiki.
CASCON
Amine Barrak, Marc-André Laverdière, Foutse Khomh, Le An, Ettore Merlo
2018 C conf
The State of Practice on Virtual Reality (VR) Applications: An Exploratory Study on Github and Stack Overflow.
QRS
Naoures Ghrairi, Segla Kpodjedo, Amine Barrak, Fábio Petrillo, Foutse Khomh