QoS Driven Task Offloading with Statistical Guarantee in Mobile Edge Computing

Qing Li, Shangguang Wang, Ao Zhou, +3

IEEE Transactions on Mobile Computing

Mobile Data OffloadingMobile Computing SystemEngineeringEdge DeviceEdge Computing +13

TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification

Haozhen Zhang, Le Yu, Xi Xiao, +4

Internet Traffic AnalysisEngineeringMachine LearningEncrypted TrafficFeature Extraction +16

When machine learning meets congestion control: A survey and comparison

Huiling Jiang, Qing Li, Yong Jiang, +4

Computer Networks

Intelligent Traffic ManagementMeets Congestion ControlMachine LearningEngineeringNetwork Traffic Control +6

Sustainable Rent-Based Closed-Loop Supply Chain for Fashion Products

Zhi‐Hua Hu, Qing Li, Xian-Juan Chen, +1

Sustainability

EngineeringClosed-loop Supply ChainSustainable Supply Chain ManagementFashion ProductsSustainable Design +15

MS-LSTM: A multi-scale LSTM model for BGP anomaly detection

Min Cheng, Qian Xu, Jianming L.V., +3

Internet Traffic AnalysisAnomaly DetectionMachine LearningEngineeringRecurrent Neural Network +19

Self-attentive deep learning method for online traffic classification and its interpretability

Guorui Xie, Qing Li, Yong Jiang

Computer Networks

Intelligent Traffic ManagementInternet Traffic AnalysisEngineeringMachine LearningData Science +7

Phishing websites detection via CNN and multi-head self-attention on imbalanced datasets

Xi Xiao, Wentao Xiao, Dianyan Zhang, +4

Computers & Security

Multi-head Self-attentionThreat DetectionAdversarial Machine LearningWebsites DetectionPhishing +1

Video Super-Resolution and Caching—An Edge-Assisted Adaptive Video Streaming Solution

Aoyang Zhang, Qing Li, Ying Chen, +5

IEEE Transactions on Broadcasting

EngineeringAdaptive Bitrate StreamingEdge CachingEdge ComputingComputer Engineering +6

Security of target recognition for UAV forestry remote sensing based on multi-source data fusion transformer framework

Hailin Feng, Qing Li, Wei Wang, +4

Information Fusion

Decision FusionImage AnalysisMachine VisionData ScienceEngineering +9

Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation

Guorui Xie, Qing Li, Yutao Dong, +3

IEEE INFOCOM 2022 - IEEE Conference on Computer Communications