A survey of anticipatory mobile networking: Context-based classification, prediction methodologies, and optimization techniques
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 …
as much as possible. This paradigm made modern solutions, such as recommendation …
A survey on client throughput prediction algorithms in wired and wireless networks
Network communication has become a part of everyday life, and the interconnection among
devices and people will increase even more in the future. Nevertheless, prediction of Quality …
devices and people will increase even more in the future. Nevertheless, prediction of Quality …
Data-driven evaluation of anticipatory networking in LTE networks
Anticipatory networking is a recent branch of network optimization based on prediction of the
system state. Our work specifically tackles prediction-driven resource allocation for mobile …
system state. Our work specifically tackles prediction-driven resource allocation for mobile …
Joint chance-constrained predictive resource allocation for energy-efficient video streaming
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 …
strength along roads have recently been recognized as promising approaches to save base …
[LLIBRE][B] Internet congestion control
S Varma - 2015 - books.google.com
Internet Congestion Control provides a description of some of the most important topics in
the area of congestion control in computer networks, with special emphasis on the analytical …
the area of congestion control in computer networks, with special emphasis on the analytical …
4G LTE on the road-what impacts download speeds most?
In the context of continually growing data volumes, which have to be processed and
transmitted in modern and future road traffic, the importance of the LTE technology will …
transmitted in modern and future road traffic, the importance of the LTE technology will …
MobHet: Predicting human mobility using heterogeneous data sources
LM Silveira, JM de Almeida, HT Marques-Neto… - Computer …, 2016 - Elsevier
The literature is rich in mobility models that aim at predicting human mobility. Yet, these
models typically consider only a single kind of data source, such as data from mobile calls or …
models typically consider only a single kind of data source, such as data from mobile calls or …
Real-time throughput prediction for cognitive Wi-Fi networks
Wi-Fi as a wireless networking technology has become a widely acceptable commonplace.
Over the course of time, the applications landscape of Wi-Fi networks is growing …
Over the course of time, the applications landscape of Wi-Fi networks is growing …
Estimating downlink throughput from end-user measurements in mobile broadband networks
In recent years, Downlink (DL) throughput estimation in Mobile Broadband (MBB) networks
has gained immense popularity and it is expected to become a vital component of the …
has gained immense popularity and it is expected to become a vital component of the …
[PDF][PDF] Cellular Bandwidth Prediction for Highly Automated Driving
To enable highly automated driving and the associated comfort services for the driver,
vehicles require a reliable and constant cellular data connection. However, due to their …
vehicles require a reliable and constant cellular data connection. However, due to their …