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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…
math.OC2023★ 1 cited
Online Optimization for Randomized Network Resource Allocation with Long-Term Constraints
Ahmed Sid-Ali, Ioannis Lambadaris, Yiqiang Q. Zhao +2
In this paper, we study an optimal online resource reservation problem in a simple communication network. The network is composed of two compute nodes linked by a local communicati…