20 citations · 22 across the 4 of their papers we have counts for
4 papers
On the Role of DAG topology in Energy-Aware Cloud Scheduling : A GNN-Based Deep Reinforcement Learning Approach
Anas Hattay, Fred Ngole Mboula, Eric Gascard +1
Cloud providers must assign heterogeneous compute resources to workflow DAGs while balancing competing objectives such as completion time, cost, and energy consumption. In this wor…
Multi-Agent Deep Q-Network with Layer-based Communication Channel for Autonomous Internal Logistics Vehicle Scheduling in Smart Manufacturing
Mohammad Feizabadi, Arman Hosseini, Zakaria Yahouni
In smart manufacturing, scheduling autonomous internal logistic vehicles is crucial for optimizing operational efficiency. This paper proposes a multi-agent deep Q-network (MADQN)…
Factors influencing Drug Consumption and Prediction Methods
Denis Koala, Zakaria Yahouni, Gülgün Alpan +1
Estimating the needs of healthcare products and inventory management are still challenging issues in hospitals nowadays. Centers are supposed to cope with tight budgets and patient…
Knowledge-based multi-level aggregation for decision aid in the machining industry
Mathieu Ritou, Farouk Belkadi, Zakaria Yahouni +3
In the context of Industry 4.0, data management is a key point for decision aid approaches. Large amounts of manufacturing digital data are collected on the shop floor. Their analy…