350 citations · 902 across the 57 of their papers we have counts for
5 papers · 1 filter
Joint Optimization of Video-based AI Inference Tasks in MEC-assisted Augmented Reality Systems
Guangjin Pan, Heng Zhang, Shugong Xu +2
The high computational complexity and energy consumption of artificial intelligence (AI) algorithms hinder their application in augmented reality (AR) systems. However, mobile edge…
A Novel Energy Efficiency Metric for Next Generation Wireless Communication Networks
Tao Yu, Shunqing Zhang, Xiaojing Chen +1
As a core performance metric for green communications, the conventional energy efficiency definition has successfully resolved many issues in the energy efficient wireless network…
A Hard and Soft Hybrid Slicing Framework for Service Level Agreement Guarantee via Deep Reinforcement Learning
Heng Zhang, Guangjin Pan, Shugong Xu +2
Network slicing is a critical driver for guaranteeing the diverse service level agreements (SLA) in 5G and future networks. Recently, deep reinforcement learning (DRL) has been wid…
An Analytical Framework for Delay Optimal Mobile Edge Deployment in Wireless Networks
Tao Yu, Shunqing Zhang, Xiaojing Chen +1
The emerging edge caching provides an effective way to reduce service delay for mobile users. However, due to high deployment cost of edge hosts, a practical problem is how to achi…
Passive TCP Identification for Wired and WirelessNetworks: A Long-Short Term Memory Approach
Xiaoyu Chen, Shugong Xu, Xudong Chen +3
Transmission control protocol (TCP) congestion control is one of the key techniques to improve network performance. TCP congestion control algorithm identification (TCP identificat…