14 citations · 24 across the 8 of their papers we have counts for
8 papers
AI-Assisted Slicing-Based Resource Management for Two-Tier Radio Access Networks
Conghao Zhou, Jie Gao, Mushu Li +4
While network slicing has become a prevalent approach to service differentiation, radio access network (RAN) slicing remains challenging due to the need of substantial adaptivity a…
Split Learning over Wireless Networks: Parallel Design and Resource Management
Wen Wu, Mushu Li, Kaige Qu +6
Split learning (SL) is a collaborative learning framework, which can train an artificial intelligence (AI) model between a device and an edge server by splitting the AI model into…
Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning
Wen Wu, Nan Chen, Conghao Zhou +4
In this paper, we investigate a radio access network (RAN) slicing problem for Internet of vehicles (IoV) services with different quality of service (QoS) requirements, in which mu…
A Virtual Network Customization Framework for Multicast Services in NFV-enabled Core Networks
Omar Alhussein, Phu Thinh Do, Qiang Ye +7
The paradigm of network function virtualization (NFV) with the support of software defined networking (SDN) emerges as a promising approach for customizing network services in fift…
Delay-Aware Flow Migration for Embedded Services in 5G Core Networks
Kaige Qu, Weihua Zhuang, Qiang Ye +4
Service-oriented virtual network deployment is based on statistical resource demands of different services, while data traffic from each service fluctuates over time. In this paper…
An SDN-Based Transmission Protocol with In-Path Packet Caching and Retransmission
Jiayin Chen, Si Yan, Qiang Ye +7
In this paper, a comprehensive software-defined networking (SDN) based transmission protocol (SDTP) is presented for fifth generation (5G) communication networks, where an SDN cont…
Handling Mobility in Dense Networks
Ngoc-Dũng Đào, Hang Zhang, Hamid Farmanbar +1
Network densification is one of key technologies in future networks to significantly increase network capacity. The gain obtained by network densification for fixed terminals have…
Min Flow Rate Maximization for Software Defined Radio Access Networks
Wei-Cheng Liao, Mingyi Hong, Hamid Farmanbar +3
We consider a heterogeneous network (HetNet) of base stations (BSs) connected via a backhaul network of routers and wired/wireless links with limited capacity. The optimal provisio…