The rising of the Internet of Things (IoT) applications fosters the exponential increase of
smart devices, expanding the Internet's attacking surface. Anomaly prediction mechanisms …

Accurate traffic prediction is vital in intelligent wireless network, which enables intelligent
operation to improve the quality of experience of users. In this paper, we propose a wireless …

Although the research on traffic prediction is an established field, most existing works have
been carried out on traditional wired broadband networks and rarely shed light on cellular …

As network data keeps getting bigger, deep learning is coming to play a key role in network
design and management. Meanwhile, accurate network traffic prediction is of critical …

Wireless traffic prediction is essential for cellular networks to realize intelligent network
operations, such as load-aware resource management and predictive control. Existing …

With the rapid development of the Internet of Things and increasingly rigid communication
requirements, the wireless traffic prediction framework is experiencing a transition from …

The combination of 5G, artificial intelligence, and the Internet of Things will have a great
impact on future generations of wireless networks. Internet of Things (IoT) is expected to …

The cloud radio access network (C-RAN) is a promising paradigm to meet the stringent
requirements of the fifth generation (5G) wireless systems. Meanwhile, the wireless traffic …

With the development of 5G networks, cellular wireless networks are becoming more diverse
and intelligent. As an important part of intelligent network management, wireless network …

Network traffic prediction is an important tool for the management and control of IoT, and
timely and accurate traffic prediction models play a crucial role in improving the IoT service …