AI-empowered virtual network embedding: a comprehensive survey

S Wu, N Chen, A Xiao, P Zhang… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
For the challenges posed by Internet rigidity, network virtualization (NV) technology emerges
as a pivotal approach, imparting diversity, resilience, and scalability to the evolution of new …

Multi-target-aware dynamic resource scheduling for cloud-fog-edge multi-tier computing network

P Zhang, N Chen, G Xu, N Kumar… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
With the maturity of 5G and Intelligent Transportation Systems (ITS) technologies and the
prospect of Beyond 5G (B5G) and 6G technologies, the limited lifetime and computing of …

Multi-domain virtual network embedding algorithm based on horizontal federated learning

P Zhang, N Chen, S Li, KKR Choo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Network Virtualization (NV) is an emerging network dynamic planning technique to
overcome network rigidity. As its necessary challenge, Virtual Network Embedding (VNE) …

Energy allocation for vehicle-to-grid settings: A low-cost proposal combining DRL and VNE

P Zhang, N Chen, N Kumar, L Abualigah… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
As electric vehicle (EV) ownership becomes more commonplace, partly due to government
incentives, there is a need also to design solutions such as energy allocation strategies to …

Leveraging AI for Enhanced Power Systems Control: An Introductory Study of Model-Free DRL Approaches

Y Zhou, L Zhou, Z Yi, D Shi, M Guo - IEEE Access, 2024 - ieeexplore.ieee.org
The power grids nowadays are facing increasing complexity and uncertainty due to the
continuously growing penetration of renewable energy sources, such as photovoltaic (PV) …

Transformer-Based Discriminative and Strong Representation Deep Hashing for Cross-Modal Retrieval

S Zhou, Y Han, N Chen, S Huang, KK Igorevich… - IEEE …, 2023 - ieeexplore.ieee.org
Cross-modal hashing retrieval has attracted extensive attention due to its low storage
requirements as well as high retrieval efficiency. In particular, how to more fully exploit the …

Energy efficient resource allocation based on virtual network embedding for IoT data generation

L Tan, A Aldweesh, N Chen, J Wang, J Zhang… - Automated Software …, 2024 - Springer
Abstract The Internet of Things (IoT) has become a core driver leading technological
advancements and social transformations. Furthermore, data generation plays multiple roles …