AI-driven packet forwarding with programmable data plane: A survey

W Quan, Z Xu, M Liu, N Cheng, G Liu… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
The existing packet forwarding technology cannot meet the increasing requirements of
Internet development due to its rigid framework. Application of artificial intelligence (AI) for …

Reliable ppo-based concurrent multipath transfer for time-sensitive applications

K Liu, W Quan, N Cheng, W Wu, Z Xu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Time-sensitive applications, eg, Internet of vehicles applications and tactile Internet
applications, put forward low latency and high throughput requirements for communication …

IRS assisted NOMA aided mobile edge computing with queue stability: Heterogeneous multi-agent reinforcement learning

J Yu, Y Li, X Liu, B Sun, Y Wu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
By employing powerful edge servers for data processing, mobile edge computing (MEC) has
been recognized as a promising technology to support emerging computation-intensive …

Joint computation offloading and data caching in multi-access edge computing enabled internet of vehicles

L Liu, X Yuan, N Zhang, D Chen, K Yu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Internet of Vehicles (IoV) has attracted global research interests across extensive
applications. Due to the significant increase in the number of vehicles accessing the Internet …

Three-stage stackelberg game enabled clustered federated learning in heterogeneous UAV swarms

W He, H Yao, T Mai, F Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the past decade, the unmanned aerial vehicles (UAVs) swarm has become a disruptive
force reshaping our lives and work. In particular, advances in artificial intelligence have …

Digital twins enabled on-demand matching for multi-task federated learning in HetVNets

Y Hui, G Zhao, C Li, N Cheng, Z Yin… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
In the heterogeneous vehicular networks (HetVNets), the roadside units (RUs) can exploit
the massive amounts of valuable data collected by vehicles to complete federated learning …

Energy efficiency optimization for multiple access in NOMA-enabled space-air-ground networks

S Wang, Z Fei, J Guo, Q Cui, S Durrani… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Due to the flexible deployment of unmanned aerial vehicles (UAVs) and the wide-area
coverage of satellites, the space–air–ground (SAG) communication network can provide …

Deadline-constrained multi-agent collaborative transmission for delay-sensitive applications

K Liu, W Quan, N Cheng, X Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Delay-sensitive applications impose the strict deadline-constrained latency requirement for
end-to-end transmission. However, due to the high dynamics of link status and the limited …

DT-assisted multi-point symbiotic security in space-air-ground integrated networks

Z Yin, N Cheng, TH Luan, Y Song… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we investigate the secure transmission of multi-resource heterogeneous radio
access networks (RANs) in space-air-ground integrated network (SAGIN) from the …

Survey on the scheme evaluation, opportunities and challenges of software defined‐information centric network

Z Ai, M Zhang, W Zhang, J Kang, L Tong… - IET …, 2023 - Wiley Online Library
As a promising architecture of next‐generation network, software defined‐information centric
network (SD‐ICN) inherits the advantages of software defined network (SDN) and …