4 papers
Optimal and Heuristic Approaches for Platooning Systems with Deadlines
Thiago S. Gomides, Evangelos Kranakis, Ioannis Lambadaris +2
Efficient truck platooning is a key strategy for reducing freight costs, lowering fuel consumption, and mitigating emissions. Deadlines are critical in this context, as trucks must…
Statistical inference for mean-field queueing systems
Ioannis Lambadaris, Ahmed Sid-Ali, Wei Sun +1
Mean-field limits have been used now as a standard tool in approximations, including for networks with a large number of nodes. Statistical inference on mean-filed models has attra…
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…
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…