Network data traffic is increasing with expanded networks for various applications, with text,
image, audio, and video for inevitable needs. Network traffic pattern identification and …

Network traffic prediction has become an important means for network security monitoring
and security assessment. Through network traffic prediction, it can detect network failures …

Current TCP/IP network infrastructures and management systems are facing a tough time in
handling the unusual increase in network traffic due to the surge of typical real-time …

Network traffic classification provides an essential contribution in network administration
functions and network management such as QoS, security, and billing. Those functions need …

Analysis and prediction of network traffic has applications in wide comprehensive set of
areas and has newly attracted significant number of studies. Different kinds of experiments …

Accurate and real-time network traffic prediction is of paramount importance in the fields of
network management, performance optimization, and fault diagnosis. It provides strong …

With growing use of internet and online applications, network traffic classification could be
much more useful nowadays, because managing network services and quality assurance …

Timely and accurate network traffic prediction is a necessary means to realize network
intelligent management and control. However, this work is still challenging considering the …

Computer network traffic control is a torrid research topic nowadays, as this task helps in
various applications like anomaly detection, congestion control and bandwidth control …

Modern communication systems and networks, eg, Internet of Things (IoT) and cellular
networks, generate a massive and heterogeneous amount of traffic data. In such networks …