3 papers
cs.DM2025
Atomic Column Generation For Consensus Between Algorithms: Application to Path Computation
Sébastien Martin, Pierre Bauguion, Youcef Magnouche +1
In real-life applications, most optimization problems are variants of well-known combinatorial optimization problems, including additional constraints to fit with a particular use…
cs.NI2024
Safe Load Balancing in Software-Defined-Networking
Lam Dinh, Pham Tran Anh Quang, Jérémie Leguay
High performance, reliability and safety are crucial properties of any Software-Defined-Networking (SDN) system. Although the use of Deep Reinforcement Learning (DRL) algorithms ha…
cs.DM2024
Alternative paths computation for congestion mitigation in segment-routing networks
Sébastien Martin, Youcef Magnouche, Paolo Medagliani +1
In backbone networks, it is fundamental to quickly protect traffic against any unexpected event, such as failures or congestions, which may impact Quality of Service (QoS). Standar…