2024
OBMA: Scalable Route Lookups With Fast and Zero-Interrupt Updates.
IEEE/ACM Trans. Netw., December, 2024
Stability Analysis of Deep Belief Network: Based SD-AR Model for Nonlinear Time Series.
Neural Process. Lett., April, 2024
OptimusPrime: Unleash Dataplane Programmability through a Transformable Architecture.
Proceedings of the ACM SIGCOMM 2024 Conference, 2024
NFaaS: Network Function as a Service Framework in Programmable Networks.
Proceedings of the ACM Turing Award Celebration Conference 2024, 2024
2023
Deep Learning-Based State-Dependent ARX Modeling and Predictive Control of Nonlinear Systems.
IEEE Access, 2023
ClickINC: In-network Computing as a Service in Heterogeneous Programmable Data-center Networks.
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Proceedings of the ACM SIGCOMM 2023 Conference, 2023
ISAC: In-Switch Approximate Cache for IoT Object Detection and Recognition.
Proceedings of the IEEE INFOCOM 2023, 2023
2022
A Hybrid Modeling Method Based on Linear AR and Nonlinear DBN-AR Model for Time Series Forecasting.
Neural Process. Lett., 2022
Nonlinear curve fitting-based fast robust MPC algorithm for nonlinear system.
J. Frankl. Inst., 2022
Effective capacity optimization for UDN.
IET Commun., 2022
Time Series Forecasting Based on Empirical Mode Decomposition and the Varying-Coefficient DBN-AR Model.
IEEE Access, 2022
Enabling In-situ Programmability in Network Data Plane: From Architecture to Language.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022
TSN-Peeper: an Efficient Traffic Monitor in Time-Sensitive Networking.
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Proceedings of the 30th IEEE International Conference on Network Protocols, 2022
2021
A modelling and predictive control approach to linear two-stage inverted pendulum based on RBF-ARX model.
Int. J. Control, 2021
PQR: Prediction-supported Quality-aware Routing for Uninterrupted Vehicle Communication.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021
Scalable Hardware Content Router: Architecture, Modeling and Performance.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021
SODA: Similar 3D Object Detection Accelerator at Network Edge for Autonomous Driving.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
In-situ Programmable Switching using rP4: Towards Runtime Data Plane Programmability.
Proceedings of the HotNets '21: The 20th ACM Workshop on Hot Topics in Networks, 2021
Spatial-Temporal Multi-Head Attention Networks for Traffic Flow Forecasting.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021
2020
DBN based SD-ARX model for nonlinear time series prediction and analysis.
Appl. Intell., 2020
NIHR: Name/ID Hybrid Routing in Information-centric VANET.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020
A Three-level Routing Hierarchy in improved SDN-MEC-VANET Architecture.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020
PBC: Effective Prefix Caching for Fast Name Lookups.
Proceedings of the 2020 IFIP Networking Conference, 2020
GlobalInsight: An LSTM Based Model for Multi-Vehicle Trajectory Prediction.
Proceedings of the 2020 IEEE International Conference on Communications, 2020
2019
Deep belief network-based AR model for nonlinear time series forecasting.
Appl. Soft Comput., 2019
A hybrid modelling method for time series forecasting based on a linear regression model and deep learning.
Appl. Intell., 2019
Energy Time Series Forecasting Based on Empirical Mode Decomposition and FRBF-AR Model.
IEEE Access, 2019
P3R: Realizing Robust Routing for VANET Using Trajectory Prediction and Crossroad Recognition.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019
Keep Forwarding Path Freshest in VANET via Applying Reinforcement Learning.
Proceedings of the First IEEE International Workshop on Network Meets Intelligent Computations, 2019
2018
OBMA: Minimizing Bitmap Data Structure with Fast and Uninterrupted Update Processing.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018
2007
A Robust Fingerprint Matching Approach: Growing and Fusing of Local Structures.
Proceedings of the Advances in Biometrics, International Conference, 2007