Waixi Liu

Orcid: 0000-0002-7343-4948

Affiliations:
  • Guangzhou University, School of Mechanical and Electric Engineering, Department of Computer Science and Technology, China


According to our database1, Waixi Liu authored at least 38 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
QALL: Distributed Queue-Behavior-Aware Load Balancing Using Programmable Data Planes.
IEEE Trans. Netw. Serv. Manag., April, 2024

Machine Unlearning in Large Language Models.
CoRR, 2024

2023
Programmable Data Plane Intelligence: Advances, Opportunities, and Challenges.
IEEE Netw., September, 2023

Load balancing inside programmable data planes based on network modeling prediction using a GNN with network behaviors.
Comput. Networks, May, 2023

CL-SGD: Efficient Communication by Clustering and Local-SGD for Distributed Machine Learning.
Proceedings of the IEEE International Conference on Communications, 2023

2022
Adaptive synchronous strategy for distributed machine learning.
Int. J. Intell. Syst., December, 2022

DRL-PLink: Deep Reinforcement Learning With Private Link Approach for Mix-Flow Scheduling in Software-Defined Data-Center Networks.
IEEE Trans. Netw. Serv. Manag., 2022

Deep Learning Approach for Sensor Data Prediction and Sensor Fault Diagnosis in Wind Turbine Blade.
IEEE Access, 2022

Binary Neural Network with P4 on Programmable Data Plane.
Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

Network Modeling Based on GNN and Network Behaviors.
Proceedings of the 7th International Conference on Computer and Communication Systems, 2022

2021
APPM: Adaptive Parallel Processing Mechanism for Service Function Chains.
IEEE Trans. Netw. Serv. Manag., 2021

DRL-R: Deep reinforcement learning approach for intelligent routing in software-defined data-center networks.
J. Netw. Comput. Appl., 2021

MAC Layer Energy Consumption and Routing Protocol Optimization Algorithm for Mobile Ad Hoc Networks.
Complex., 2021

Network Telemetry by Observing and Recording on Programmable Data Plane.
Proceedings of the IFIP Networking Conference, 2021

FullSight: Towards Scalable, High-Coverage, and Fine-grained Network Telemetry.
Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

2020
Fine-grained flow classification using deep learning for software defined data center networks.
J. Netw. Comput. Appl., 2020

AAMcon: an adaptively distributed SDN controller in data center networks.
Frontiers Comput. Sci., 2020

Scheduling mix-flow in SD-DCN based on Deep Reinforcement Learning with Private Link.
Proceedings of the 16th International Conference on Mobility, Sensing and Networking, 2020

2019
Mix-flow scheduling using deep reinforcement learning for software-defined data-center networks.
Internet Technol. Lett., 2019

Statistical network protocol identification with unknown pattern extraction.
Ann. des Télécommunications, 2019

Intelligent Routing based on Deep Reinforcement Learning in Software-Defined Data-Center Networks.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

2018
COD: caching on demand in information-centric networking.
Telecommun. Syst., 2018

A fog-based privacy-preserving approach for distributed signature-based intrusion detection.
J. Parallel Distributed Comput., 2018

Content Popularity Prediction and Caching for ICN: A Deep Learning Approach With SDN.
IEEE Access, 2018

2017
Information-centric networking with built-in network coding to achieve multisource transmission at network-layer.
Comput. Networks, 2017

Functional Link Artificial Neural Network with Cloud Estimation of Distribution Algorithm for Traffic Flow Forecast.
Proceedings of the 10th International Symposium on Computational Intelligence and Design, 2017

2016
Cloud estimation of distribution algorithm with quasi-oppositional learning and preference order ranking for multi-objective optimisation.
Int. J. Grid Util. Comput., 2016

2014
Multi-objective cloud estimation of distribution particle swarm optimizer using maximum ranking.
Proceedings of the 10th International Conference on Natural Computation, 2014

2013
Archimedean copula-based estimation of distribution algorithm for multi-objective optimisation.
Int. J. Trust. Manag. Comput. Commun., 2013

Caching efficiency of information-centric networking.
IET Networks, 2013

Opposition-Based Learning Fully Informed Particle Swarm Optimizer without Velocity.
Proceedings of the Advances in Swarm Intelligence, 4th International Conference, 2013

Multisource dissemination in content-centric networking.
Proceedings of the Fourth International Conference on the Network of the Future, 2013

Cloud Model-Based Multi-objective Estimation of Distribution Algorithm with Preference Order Ranking.
Proceedings of the 2013 5th International Conference on Intelligent Networking and Collaborative Systems, 2013

Multi-objective opposition-based learning fully informed particle swarm optimizer with favour ranking.
Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013

2012
Self-Similarity and Heavy-Tail of ICMP Traffic.
J. Comput., 2012

2011
Campus Monitoring Network Based on Convergence of 3G Mobile Communication and Zigbee.
Proceedings of the Frontiers in Computer Education [International Conference on Frontiers in Computer Education, 2011

2008
Design of an IPv4/IPv6 Translator Based on SOPC Technology.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

Classification of Surface EMG Signal Based on Energy Spectra Change.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008


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