921 citations
- Chinese Academy of SciencesCN55 papers
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10 papers · 1 filter
Online Network Traffic Classification Based on External Attention and Convolution by IP Packet Header
Yahui Hu, Ziqian Zeng, Junping Song +2
Network traffic classification is an important part of network monitoring and network management. Three traditional methods for network traffic classification are flow-based, sessi…
ChameleMon: Shifting Measurement Attention as Network State Changes
Kaicheng Yang, Yuhan Wu, Ruijie Miao +8
Flow-level network measurement is critical to many network applications. Among various measurement tasks, packet loss detection and heavy-hitter detection are two most important me…
An Optimal-Transport-Based Reinforcement Learning Approach for Computation Offloading
Zhuo Li, Xu Zhou, Taixin Li +1
With the mass deployment of computing-intensive applications and delay-sensitive applications on end devices, only adequate computing resources can meet differentiated services' de…
SDN Controller Load Balancing Based on Reinforcement Learning
Zhuo Li, Xu Zhou, Junruo Gao +1
Aiming at the local overload of multi-controller deployment in software-defined networks, a load balancing mechanism of SDN controller based on reinforcement learning is designed.…
A Computation Offloading Model over Collaborative Cloud-Edge Networks with Optimal Transport Theory
Zhuo Li, Xu Zhou, Yang Liu +2
As novel applications spring up in future network scenarios, the requirements on network service capabilities for differentiated services or burst services are diverse. Aiming at t…
A Survey of Mobile Edge Computing in the Industrial Internet
Zhuo Li, Xu Zhou, Yifang Qin
With the advent of a new round of the Industrial Revolution, the Industrial Internet will carry the convergence of heterogeneous network and the dynamic reconfiguration of industri…