Characteristic analysis of network traffic time series is very meaningful for network traffic
prediction. The dynamic behavior of network traffic time series is an external manifestation …

To deliver high performance and reliability to the mobile users in accessing mobile cloud
services, the major interest is currently given to the integration of centralized cloud …

Predicting the behavior of real-time traffic (eg, VoIP) in mobility scenarios could help the
operators to better plan their network infrastructures and to optimize the allocation of …

In the process of controlling network congestion and network management, how to
accurately predict network traffic is very important. A network traffic prediction method based …

Economical and environmental concerns necessitate network engineers to focus on energy-
efficient access network design. The optical network units (ONUs) are predominate sources …

This work addresses the challenge of forecasting temporal metrics that characterize cellular
traffic behavior. The ultimate goal is to provide network operators with a valuable tool for …

Network traffic has time-varying and nonlinear characteristics, leading to relatively low
accuracy of single linear and nonlinear prediction models. Therefore, a combination model …

This paper focuses on enhancing the energy savings of EPON-based backhaul for 5 G and
beyond networks. Here, we introduce a novel technique of the desynchronization of wake …

Owing to the Economic and Environmental concerns, energy-efficient Time and Wavelength
Division Multiplexed Ethernet Passive Optical Network (TWDM-EPON) has already emerged …

Environmental and economic concerns promote research on designing energy-efficient
Time and Wavelength Division Multiplexed Ethernet Passive Optical Network (TWDM …