Robust optimization framework for proactive user association in UDNs: A data-driven approach

N Liakopoulos, GS Paschos… - IEEE/ACM Transactions …, 2019 - ieeexplore.ieee.org
We study the user association problem in the context of dense networks, where standard
adaptive algorithms become ineffective. This paper proposes a novel data-driven technique …

Machine Learning Techniques for Online Resource Allocation in Wireless Networks

N Liakopoulos - 2019 - theses.hal.science
Traditionally, network optimization is used to provide good configurations in real network
system problems based on mathematical models and statistical assumptions. Recently, this …