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Julong Lan
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Publications
- 2024
- [j62]Penghao Sun, Julong Lan, Yuxiang Hu, Zehua Guo, Chong Wu, Jiangxing Wu:
Realizing the Carbon-Aware Service Provision in ICT System. IEEE Trans. Netw. Serv. Manag. 21(4): 4090-4103 (2024) - 2022
- [j60]Penghao Sun, Zehua Guo, Junfei Li, Yang Xu, Julong Lan, Yuxiang Hu:
Enabling Scalable Routing in Software-Defined Networks With Deep Reinforcement Learning on Critical Nodes. IEEE/ACM Trans. Netw. 30(2): 629-640 (2022) - 2021
- [j58]Penghao Sun, Zehua Guo, Julong Lan, Junfei Li, Yuxiang Hu, Thar Baker:
ScaleDRL: A Scalable Deep Reinforcement Learning Approach for Traffic Engineering in SDN with Pinning Control. Comput. Networks 190: 107891 (2021) - [j55]Penghao Sun, Julong Lan, Junfei Li, Jianpeng Zhang, Yuxiang Hu, Zehua Guo:
A Scalable Deep Reinforcement Learning Approach for Traffic Engineering Based on Link Control. IEEE Commun. Lett. 25(1): 171-175 (2021) - [j54]Penghao Sun, Julong Lan, Junfei Li, Zehua Guo, Yuxiang Hu:
Combining Deep Reinforcement Learning With Graph Neural Networks for Optimal VNF Placement. IEEE Commun. Lett. 25(1): 176-180 (2021) - 2020
- [j48]Penghao Sun, Zehua Guo, Gang Wang, Julong Lan, Yuxiang Hu:
MARVEL: Enabling controller load balancing in software-defined networks with multi-agent reinforcement learning. Comput. Networks 177: 107230 (2020) - [j47]Penghao Sun, Zehua Guo, Sen Liu, Julong Lan, Junchao Wang, Yuxiang Hu:
SmartFCT: Improving power-efficiency for data center networks with deep reinforcement learning. Comput. Networks 179: 107255 (2020) - [j46]Penghao Sun, Julong Lan, Junfei Li, Zehua Guo, Yuxiang Hu, Tao Hu:
Efficient flow migration for NFV with Graph-aware deep reinforcement learning. Comput. Networks 183: 107575 (2020) - [j44]Zehua Guo, Shaojun Zhang, Wendi Feng, Weichao Wu, Julong Lan:
Exploring the role of paths for dynamic switch assignment in software-defined networks. Future Gener. Comput. Syst. 107: 238-246 (2020) - [c25]Penghao Sun, Zehua Guo, Sen Liu, Julong Lan, Yuxiang Hu:
QOS-Aware Flow Control for Power-Efficient Data Center Networks with Deep Reinforcement Learning. ICASSP 2020: 3552-3556 - [c24]Penghao Sun, Julong Lan, Zehua Guo, Yang Xu, Yuxiang Hu:
Improving the Scalability of Deep Reinforcement Learning-Based Routing with Control on Partial Nodes. ICASSP 2020: 3557-3561 - [c23]Penghao Sun, Julong Lan, Zehua Guo, Di Zhang, Xianfu Chen, Yuxiang Hu, Zhi Liu:
DeepMigration: Flow Migration for NFV with Graph-based Deep Reinforcement Learning. ICC 2020: 1-6 - [c22]Penghao Sun, Zehua Guo, Junchao Wang, Junfei Li, Julong Lan, Yuxiang Hu:
DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling. IJCAI 2020: 3314-3320 - 2019
- [j41]Changhe Yu, Julong Lan, Zehua Guo, Yuxiang Hu, Thar Baker:
An Adaptive and Lightweight Update Mechanism for SDN. IEEE Access 7: 12914-12927 (2019) - [j38]Tao Hu, Peng Yi, Zehua Guo, Julong Lan, Yuxiang Hu:
Dynamic slave controller assignment for enhancing control plane robustness in software-defined networks. Future Gener. Comput. Syst. 95: 681-693 (2019) - [c21]Penghao Sun, Junfei Li, Zehua Guo, Yang Xu, Julong Lan, Yuxiang Hu:
SINET: Enabling Scalable Network Routing with Deep Reinforcement Learning on Partial Nodes. SIGCOMM Posters and Demos 2019: 88-89 - 2018
- [j35]Tao Hu, Peng Yi, Zehua Guo, Julong Lan, Jianhui Zhang:
Bidirectional Matching Strategy for Multi-Controller Deployment in Distributed Software Defined Networking. IEEE Access 6: 14946-14953 (2018) - [j34]Tao Hu, Zehua Guo, Peng Yi, Thar Baker, Julong Lan:
Multi-controller Based Software-Defined Networking: A Survey. IEEE Access 6: 15980-15996 (2018) - [j32]Changhe Yu, Julong Lan, Zehua Guo, Yuxiang Hu:
DROM: Optimizing the Routing in Software-Defined Networks With Deep Reinforcement Learning. IEEE Access 6: 64533-64539 (2018) - [c20]Tao Hu, Zehua Guo, Jianhui Zhang, Julong Lan:
Adaptive Slave Controller Assignment for Fault-Tolerant Control Plane in Software-Defined Networking. ICC 2018: 1-6
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