Guiyan Liu

According to our database, Guiyan Liu authored at least 34 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Joint SFC Routing Update and Elastic Resource Configuration in Edge Cloud Environments.

Pan Li, Songtao Guo, Yue Zeng, Guiyan Liu

IEEE Internet Things J., August, 2025

DP-SAFL: Semi-asynchronous federated learning with differential privacy in heterogeneous edge computing.

Chunrong He, Songtao Guo, Guiyan Liu, Wei Zhang

Comput. Networks, 2025

HRSE: Heterogeneous Reliable-Aware SFC Embedding by DRL with Greedy Rules in SAGIN.

Kaixin Qin, Songtao Guo, Guiyan Liu, Yue Zeng

Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

2024

PreM-FedIoV: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance in IoV.

Lu Yang, Songtao Guo, Chen-Khong Tham, Mingyan Li, Guiyan Liu, Pengzhan Zhou

IEEE Trans. Mob. Comput., December, 2024

FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs.

Yingcheng Wang, Songtao Guo, Dewen Qiao, Guiyan Liu, Mingyan Li

IEEE Trans. Emerg. Top. Comput. Intell., October, 2024

FedRAV: Hierarchically Federated Region-Learning for Traffic Object Classification of Autonomous Vehicles.

Yijun Zhai, Pengzhan Zhou, Yuepeng He, Fang Qu, Zhida Qin, Xianlong Jiao, Guiyan Liu, Songtao Guo

Proceedings of the 20th International Conference on Mobility, Sensing and Networking, 2024

Reliability-Aware SFC Scheduling in Container Environment via Priority-Based Node Selection.

Longzhi Dai, Songtao Guo, Guiyan Liu, Dewen Qiao

Proceedings of the 20th International Conference on Mobility, Sensing and Networking, 2024

2023

Traffic-aware efficient consistency update in NFV-enabled software defined networking.

Pan Li, Guiyan Liu, Songtao Guo, Yue Zeng

Comput. Networks, June, 2023

2022

iCOS: A Deep Reinforcement Learning Scheme for Wireless-Charged MEC Networks.

Changwei Wan, Songtao Guo, Jing He, Guiyan Liu, Pengzhan Zhou

IEEE Trans. Veh. Technol., 2022

MotiLearn: Contract-Based Incentive Mechanism for Heterogeneous Edge Collaborative Training.

Quyuan Wang, Songtao Guo, Guiyan Liu, Li Yang, Chengsheng Pan

IEEE Trans. Netw. Sci. Eng., 2022

Adaptive Federated Learning for Non-Convex Optimization Problems in Edge Computing Environment.

Dewen Qiao, Guiyan Liu, Songtao Guo, Jing He

IEEE Trans. Netw. Sci. Eng., 2022

Energy-Efficient Device Activation, Rule Installation and Data Transmission in Software Defined DCNs.

Yue Zeng, Songtao Guo, Guiyan Liu, Pan Li, Yuanyuan Yang

IEEE Trans. Cloud Comput., 2022

SDN-Based Traffic Matrix Estimation in Data Center Networks through Large Size Flow Identification.

Guiyan Liu, Songtao Guo, Bin Xiao, Yuanyuan Yang

IEEE Trans. Cloud Comput., 2022

Privacy-Preserving and Low-Latency Federated Learning in Edge Computing.

Chunrong He, Guiyan Liu, Songtao Guo, Yuanyuan Yang

IEEE Internet Things J., 2022

SA-DDQN: Self-Attention Mechanism Based DDQN for SFC Deployment in NFV/MEC-Enabled Networks.

Ziheng Wang, Songtao Guo, Guiyan Liu

Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

2021

Joint Dynamical VNF Placement and SFC Routing in NFV-Enabled SDNs.

Liang Liu, Songtao Guo, Guiyan Liu, Yuanyuan Yang

IEEE Trans. Netw. Serv. Manag., 2021

Joint Traffic-Aware Consolidated Middleboxes Selection and Routing in Distributed SDNs.

Guiyan Liu, Songtao Guo, Baochun Li, Chao Chen

IEEE Trans. Netw. Serv. Manag., 2021

Cost_EACP: Cost-effective adaptive controller provisioning in software defined DCNs.

Quanjun Zhao, Songtao Guo, Guiyan Liu

J. Netw. Comput. Appl., 2021

Fine granularity resource allocation of virtual data center with consideration of virtual switches.

Yang Yang, Songtao Guo, Guiyan Liu, Lin Yi

J. Netw. Comput. Appl., 2021

FCNR: Fast and Consistent Network Reconfiguration with low latency for SDN.

Huangfei Song, Songtao Guo, Pan Li, Guiyan Liu

Comput. Networks, 2021

Coflow Scheduling With Unknown Prior Information in Data Center Networks.

Zhe Wei, Songtao Guo, Guiyan Liu, Yuanyuan Yang

Proceedings of the ICC 2021, 2021

2020

Visual Prediction of Typhoon Clouds With Hierarchical Generative Adversarial Networks.

Hui Li, Song Gao, Guiyan Liu, Donglin Guo, Christos Grecos, Peng Ren

IEEE Geosci. Remote. Sens. Lett., 2020

Priority-based online flow scheduling for network throughput maximization in software defined networking.

Liang Liu, Songtao Guo, Guiyan Liu, Yue Zeng

Concurr. Comput. Pract. Exp., 2020

Forecasting assisted VNF scaling in NFV-enabled networks.

Yifu Yao, Songtao Guo, Pan Li, Guiyan Liu, Yue Zeng

Comput. Networks, 2020

Joint source coding rate allocation and flow scheduling for data aggregation in collaborative sensing networks.

Yang Yang, Songtao Guo, Guiyan Liu, Quyuan Wang

Comput. Networks, 2020

ConMidbox: Consolidated Middleboxes Selection and Routing in SDN/NFV-Enabled Networks.

Guiyan Liu, Songtao Guo, Pan Li, Liang Liu

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

2019

Comprehensive link sharing avoidance and switch aggregation for software-defined data center networks.

Yue Zeng, Songtao Guo, Guiyan Liu

Future Gener. Comput. Syst., 2019

Fast congestion-free consistent flow forwarding rules update in software defined networking.

Pan Li, Songtao Guo, Chengsheng Pan, Li Yang, Guiyan Liu, Yue Zeng

Future Gener. Comput. Syst., 2019

2018

Two-layer compressive sensing based video encoding and decoding framework for WMSN.

Yang Yang, Songtao Guo, Guiyan Liu, Yuanyuan Yang

J. Netw. Comput. Appl., 2018

Tomogravity space based traffic matrix estimation in data center networks.

Guiyan Liu, Songtao Guo, Quanjun Zhao, Yuanyuan Yang

Future Gener. Comput. Syst., 2018

Application and Analysis of Multicast Blocking Modelling in Fat-Tree Data Center Networks.

Guozhi Li, Songtao Guo, Guiyan Liu, Yuanyuan Yang

Complex., 2018

2017

Intelligent water drops based joint subcarrier pairing and power allocation with fairness in cooperative relay networks.

Guiyan Liu, Songtao Guo, Huan Zhao, Fei Wang

J. Commun. Networks, 2017

Multicast Scheduling with Markov Chains in Fat-Tree Data Center Networks.

Guozhi Li, Songtao Guo, Guiyan Liu, Yuanyuan Yang

Proceedings of the 2017 International Conference on Networking, Architecture, and Storage, 2017

2016

MRDC: Multicast Data Restoration in Fat-Tree Data Center Networks.

KunPeng Mao, Songtao Guo, Yuanyuan Yang, Guiyan Liu

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016