Penghao Sun

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 33

Top Topics

Reinforcement Learning

Traffic Engineering

Cardinality Estimation

Top Venues

Comput. Networks

Future Gener. Comput. Syst.

IEEE Commun. Lett.

Publications

Jie Lu, Hongchang Chen, Penghao Sun, Tao Hu, Zhen Zhang, Quan Ren
SuperGuardian: Superspreader removal for cardinality estimation in data streaming. Inf. Syst. 122 (2024)
Xinglong Pei, Penghao Sun, Yuxiang Hu, Dan Li, Bo Chen, Le Tian
Enabling efficient routing for traffic engineering in SDN with Deep Reinforcement Learning. Comput. Networks 241 (2024)
Xinglong Pei, Penghao Sun, Yuxiang Hu, Dan Li, Le Tian, Ziyong Li
Multi-resource interleaving for task scheduling in cloud-edge system by deep reinforcement learning. Future Gener. Comput. Syst. 160 (2024)
Jie Lu, Hongchang Chen, Jianpeng Zhang, Tao Hu, Penghao Sun, Zhen Zhang
Virtual self-adaptive bitmap for online cardinality estimation. Inf. Syst. 114 (2023)
Cheng Chen, Yilin Wang, Jun Yang, Yiming Liu, Mian Lu, Zhao Zheng, Bingsheng He, Weng-Fai Wong, Liang You, Penghao Sun, Yuping Zhao, Fenghua Hu, Andy Rudoff
OpenEmbedding: A Distributed Parameter Server for Deep Learning Recommendation Models using Persistent Memory. ICDE (2023)
Penghao Sun, Litong You, Shengan Zheng, Wanru Zhang, Ruoyan Ma, Jie Yang, Guanzhong Wang, Feng Zhu, Shu Li, Linpeng Huang
Learning-based Data Separation for Write Amplification Reduction in Solid State Drives. DAC (2023)
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) (2022)
Huanruo Li, Yunfei Guo, Shumin Huo, Hongchao Hu, Penghao Sun
Defensive deception framework against reconnaissance attacks in the cloud with deep reinforcement learning. Sci. China Inf. Sci. 65 (7) (2022)
Huanruo Li, Yunfei Guo, Penghao Sun, Yawen Wang, Shumin Huo
An optimal defensive deception framework for the container-based cloud with deep reinforcement learning. IET Inf. Secur. 16 (3) (2022)
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 (2021)
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) (2021)
Penghao Sun, Dongliang Xue, Litong You, Yan Yan, Linpeng Huang
HyperKV: A High Performance Concurrent Key-Value Store for Persistent Memory. ISPA/BDCloud/SocialCom/SustainCom (2021)
Jie Lu, Hongchang Chen, Penghao Sun, Tao Hu, Zhen Zhang
OrderSketch: An Unbiased and Fast Sketch for Frequency Estimation of Data Streams. Comput. Networks 201 (2021)
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) (2021)
Yuxiang Hu, Dan Li, Penghao Sun, Peng Yi, Jiangxing Wu
Polymorphic Smart Network: An Open, Flexible and Universal Architecture for Future Heterogeneous Networks. IEEE Trans. Netw. Sci. Eng. 7 (4) (2020)
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 (2020)
Junfei Li, Penghao Sun, Yuxiang Hu
Traffic modeling and optimization in datacenters with graph neural network. Comput. Networks 181 (2020)
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)
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)
Chaoqin Zhang, Penghao Sun, Guangwu Hu, Liang Zhu
RETCAM: An efficient TCAM compression model for flow table of OpenFlow. J. Commun. Networks 22 (6) (2020)
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 (2020)
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)
Tao Hu, Peng Yi, Julong Lan, Yuxiang Hu, Penghao Sun
FTLink: Efficient and flexible link fault tolerance scheme for data plane in Software-Defined Networking. Future Gener. Comput. Syst. 111 (2020)
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)
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 (2020)
Tao Hu, Peng Yi, Julong Lan, Yuxiang Hu, Penghao Sun
ACST: Audit-based compromised switch tolerance for enhancing data plane robustness in software-defined networking. Comput. Networks 161 (2019)
Penghao Sun, Yuxiang Hu, Julong Lan, Le Tian, Min Chen
TIDE: Time-relevant deep reinforcement learning for routing optimization. Future Gener. Comput. Syst. 99 (2019)
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)
Shaojun Zhang, Julong Lan, Penghao Sun, Yiming Jiang
Online Load Balancing for Distributed Control Plane in Software-Defined Data Center Network. IEEE Access 6 (2018)
Shaojun Zhang, Julong Lan, Chao Qi, Penghao Sun
Horizontal Partition for Scalable Control in Software-Defined Data Center Networks. IEICE Trans. Inf. Syst. (6) (2018)
Fang Dong, Jianyang Huang, Penghao Sun, Yuxiang Hu
Fast network restoration with equivalent cooperative routing. J. Commun. Inf. Networks 2 (3) (2017)
Penghao Sun, Julong Lan, Peng Wang, Teng Ma
RFC: Range feature code for TCAM-based packet classification. Comput. Networks 118 (2017)
Gang Xiong, Penghao Sun, Yuxiang Hu, Julong Lan, Kan Li
An Optimized Deployment Mechanism for Virtual Middleboxes in NFV- and SDN-Enabling Network. KSII Trans. Internet Inf. Syst. 10 (8) (2016)