The energy consumption of mobile networks poses a critical challenge. Mitigating this
concern necessitates the deployment and optimization of network energy-saving solutions …

The energy consumption of mobile networks is already substantial nowadays, and only
expected to further increase with the roll-out of 5G. Base stations are the key elements in this …

optimizing power consumption of 5G systems and next generation technology deployments
is a critical problem. It is essential that the solution for optimizing power consumption takes …

The energy consumption of mobile networks is increasing due to an increase in traffic
demands and the number of connected users to the network. To assure the sustainability of …

Given the current evolution trends in mobile cellular networks, which is approaching us
towards the future 5G paradigm, novel techniques for network management are in the …

Energy Efficient operation of ultra-dense hetero-geneous network deployments is a big
challenge for mobile networks. AI-assisted energy saving is one of the potential self …

Modern mobile networks are increasingly complex from a resource management
perspective, with diverse combinations of software, infrastructure elements and services that …

Network parameters such as signal-to-noise-ratio (SNR), throughput, and packet loss rate
can be used for measuring the wireless network performance which highly depends on the …

The exponential growth of mobile traffic is forcing operators to quickly increase the capacity
of their networks by means of new technologies and advanced architectures. This capacity …

The field of networking, like many others, is experiencing a peak of interest in the use of
Machine Learning (ML) algorithms. In this paper, we focus on the application of ML tools to …