3 papers
cs.NI2023
RoNet: Toward Robust Neural Assisted Mobile Network Configuration
Yuru Zhang, Yongjie Xue, Qiang Liu +2
Automating configuration is the key path to achieving zero-touch network management in ever-complicating mobile networks. Deep learning techniques show great potential to automatic…
cs.NI2022
Deep Reinforcement Learning for End-to-End Network Slicing: Challenges and Solutions
Qiang Liu, Nakjung Choi, Tao Han
5G and beyond is expected to enable various emerging use cases with diverse performance requirements from vertical industries. To serve these use cases cost-effectively, network sl…
cs.IT2015
Energy Efficient Resource Allocation for Control Data Separation Architecture based H-CRAN with Heterogeneous Fronthaul
Qiang Liu, Gang Wu, Yingchu Guo +1
Control data separation architecture (CDSA) is a more efficient architecture to overcome the overhead issue than the conventional cellular networks, especially for the huge bursty…