2 papers
math.OC2024
Exponentially Weighted Algorithm for Online Network Resource Allocation with Long-Term Constraints
Ahmed Sid-Ali, Ioannis Lambadaris, Yiqiang Q. Zhao +2
This paper studies an online optimal resource reservation problem in communication networks with job transfers where the goal is to minimize the reservation cost while maintaining…
stat.ML2023
Online Optimization for Network Resource Allocation and Comparison with Reinforcement Learning Techniques
Ahmed Sid-Ali, Ioannis Lambadaris, Yiqiang Q. Zhao +2
We tackle in this paper an online network resource allocation problem with job transfers. The network is composed of many servers connected by communication links. The system opera…