A growing trend for information technology is to not just react to changes, but anticipate them
as much as possible. This paradigm made modern solutions, such as recommendation …

Media services must ensure an enhanced user's perceived quality during content playback
to attract and retain audiences, especially while the streams are distributed remotely via …

The unprecedented growth of mobile video traffic is adding significant pressure to the
energy drain at both the network and the end user. Energy-efficient video transmission …

Conventional cellular wireless networks were designed with the purpose of providing high
throughput for the user and high capacity for the service provider, without any provisions of …

Mobile network traffic is increasing in an unprecedented manner, resulting in growing
demand from network operators to deploy more base stations able to serve more devices …

Predictive resource allocation (PRA) techniques that exploit knowledge of the future signal
strength along roads have recently been recognized as promising approaches to save base …

Predictive resource allocation is an emerging approach to improve the performance of
mobile systems as human behavior is reported predictable by leveraging big data analytics …

The ability to accurately forecast network resource utilization is vital in next-generation
wireless networks. Based on the predicted load, telecom operators can proactively allocate …

Big data has recently been a prominent topic of research due to the exponential growth of
data every year. This massive growth of data is causing problems with resource …

We study the problem of base station (BS) dynamic switching for energy efficient design of
fifth-generation (5G) cellular networks and beyond. We formulate this problem as a Markov …