Junjie Zhang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 14

Top Topics

Reinforcement Learning

Traffic Engineering

Top Venues

IEEE/ACM Trans. Netw.

IEEE J. Sel. Areas Commun.

Publications

Yuntian Zhang, Ning Han, Tengteng Zhu, Junjie Zhang, Minghao Ye, Songshi Dou, Zehua Guo
Prophet: Traffic Engineering-Centric Traffic Matrix Prediction. IEEE/ACM Trans. Netw. 32 (1) (2024)
Minghao Ye, Junjie Zhang, Zehua Guo, H. Jonathan Chao
LARRI: Learning-based Adaptive Range Routing for Highly Dynamic Traffic in WANs. INFOCOM (2023)
Minghao Ye, Junjie Zhang, Zehua Guo, H. Jonathan Chao
Roracle: Enabling Lookahead Routing for Scalable Traffic Engineering with Supervised Learning. ICNP (2023)
Minghao Ye, Yang Hu, Junjie Zhang, Zehua Guo, H. Jonathan Chao
Reinforcement Learning-based Traffic Engineering for QoS Provisioning and Load Balancing. IWQoS (2023)
Minghao Ye, Junjie Zhang, Zehua Guo, H. Jonathan Chao
FlexDATE: Flexible and Disturbance-Aware Traffic Engineering With Reinforcement Learning in Software-Defined Networks. IEEE/ACM Trans. Netw. 31 (4) (2023)
Minghao Ye, Yang Hu, Junjie Zhang, Zehua Guo, H. Jonathan Chao
Mitigating Routing Update Overhead for Traffic Engineering by Combining Destination-Based Routing With Reinforcement Learning. IEEE J. Sel. Areas Commun. 40 (9) (2022)
Jiaxin Tang, Sen Liu, Yang Xu, Zehua Guo, Junjie Zhang, Peixuan Gao, Yang Chen, Xin Wang, H. Jonathan Chao
ABS: Adaptive Buffer Sizing via Augmented Programmability with Machine Learning. INFOCOM (2022)
Minghao Ye, Junjie Zhang, Zehua Guo, H. Jonathan Chao
DATE: Disturbance-Aware Traffic Engineering with Reinforcement Learning in Software-Defined Networks. IWQoS (2021)
Yijun Sun, Zehua Guo, Songshi Dou, Junjie Zhang, Changlin Li, Xiang Ouyang
Poster: Enabling Fast Forwarding in Hybrid Software-Defined Networks. ICNP (2021)
Minghao Ye, Junjie Zhang, Zehua Guo, H. Jonathan Chao
Federated Traffic Engineering with Supervised Learning in Multi-region Networks. ICNP (2021)
Junjie Zhang, Zehua Guo, Minghao Ye, H. Jonathan Chao
SmartEntry: Mitigating Routing Update Overhead with Reinforcement Learning for Traffic Engineering. NetAI@SIGCOMM (2020)
Kun Yang, Junjie Zhang, Yang Xu, H. Jonathan Chao
DDoS Attacks Detection with AutoEncoder. NOMS (2020)
Junjie Zhang, Minghao Ye, Zehua Guo, Chen-Yu Yen, H. Jonathan Chao
CFR-RL: Traffic Engineering with Reinforcement Learning in SDN. CoRR (2020)
Junjie Zhang, Minghao Ye, Zehua Guo, Chen-Yu Yen, H. Jonathan Chao
CFR-RL: Traffic Engineering With Reinforcement Learning in SDN. IEEE J. Sel. Areas Commun. 38 (10) (2020)
Zehua Guo, Yang Xu, Marco Cello, Junjie Zhang, Zicheng Wang, Mingjian Liu, H. Jonathan Chao
JumpFlow: Reducing flow table usage in software-defined networks. Comput. Networks 92 (2015)
Junjie Zhang, Kang Xi, H. Jonathan Chao
Load Balancing in IP Networks Using Generalized Destination-Based Multipath Routing. IEEE/ACM Trans. Netw. 23 (6) (2015)
Junjie Zhang, Kang Xi, Min Luo, H. Jonathan Chao
Dynamic hybrid routing: Achieve load balancing for changing traffic demands. IWQoS (2014)
Junjie Zhang, Kang Xi, Min Luo, H. Jonathan Chao
Load balancing for multiple traffic matrices using SDN hybrid routing. HPSR (2014)
Junjie Zhang, Kang Xi, Liren Zhang, H. Jonathan Chao
Optimizing Network Performance Using Weighted Multipath Routing. ICCCN (2012)
Najla Alfaraj, Junjie Zhang, Yang Xu, H. Jonathan Chao
HOPE: Hotspot congestion control for Clos network on chip. NOCS (2011)