Accurate cellular traffic load prediction is a pre-requisite for efficient and automatic network
planning and management. Considering diverse users' activities at different locations and …

Telecommunication networks play a critical role in modern society. With the arrival of 5G
networks, these systems are becoming even more diversified, integrated, and intelligent …

Wide area networking infrastructures (WANs), particularly science and research WANs, are
the backbone for moving large volumes of scientific data between experimental facilities and …

With the development of 5G and big data, network traffic is growing exponentially year by
year. Effective computing resource allocation and network traffic control become an …

Mobile data consumption is rapidly growing following the ever-increasing bandwidth-hungry
applications and improvements in network data rates. With the anticipated 5G right at the …

Traffic prediction based on time series analysis methods that are low‐cost and low
computational complexity can offer more efficient resource management and better QoS …

With the advent of 5G networks, it is of paramount importance for machines to learn and
make decisions independently. An important area where machine learning can be used to …

Base station (BS) plays a critical role in the wireless network. There has been some
research on exploring the spatio-temporal information of BS in different fields. However …

Many large networked systems ranging from the Internet to ones deployed atop the Internet
(eg, Amazon) play critical roles in our daily lives. In these systems, individual nodes (eg, a …

Volatility modeling and forecasts are essential tools to all financial sectors. This work
focuses on weekly exchange rate data of the Rwf referred to the USD for a period of seven …