A survey on autonomic provisioning and management of QoS in SDN networks

A Binsahaq, TR Sheltami, K Salah - IEEE Access, 2019 - ieeexplore.ieee.org
In today's Internet, killer network services and applications, such as video and audio
streaming, network storage, and online video games, are pushing the network infrastructure …

Backbone network traffic prediction based on modified EEMD and quantum neural network

W Huang, J Zhang, S Liang, H Sun - Wireless Personal Communications, 2018 - Springer
Aiming at the long-range dependence and short-range dependence characteristics of
backbone network traffic, a traffic forecasting model based on Modified Ensemble Empirical …

Congestion control for machine-type communications in LTE-A networks

CW Chang, YH Lin, Y Ren… - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
Collecting data from a tremendous amount of Internet-of-Things (IoT) devices for next
generation networks is a big challenge. A large number of devices may lead to severe …

An integrated model for prediction of loading packets in network traffic

THH Aldhyani, MR Joshi - … of the Second International Conference on …, 2016 - dl.acm.org
In last decade, highest growth in the numbers of computers connected directly to the Internet
has gained momentum. Consequently, prediction of network internet traffic becomes very …

Rolling forecasting forward by boosting heterogeneous kernels

D Zhang, Y Zhang, Q Niu, X Qiu - Pacific-Asia Conference on Knowledge …, 2018 - Springer
The problem discussed in this paper stems from a project of cellular network traffic
prediction, the primary step of network planning striving to serve the continuously soaring …