An Optimized Deployment Mechanism for Virtual Middleboxes in NFV- and SDN-Enabling Network. - Gang Xiong; Penghao Sun; Yuxiang Hu; Julong Lan; Kan Li (KSII Trans. Internet Inf. Syst., 2016)

RFC: Range feature code for TCAM-based packet classification. - Penghao Sun; Julong Lan; Peng Wang; Teng Ma (Comput. Networks, 2017)

Fast network restoration with equivalent cooperative routing. - Fang Dong; Jianyang Huang; Penghao Sun; Yuxiang Hu (J. Commun. Inf. Networks, 2017)

Online Load Balancing for Distributed Control Plane in Software-Defined Data Center Network. - Shaojun Zhang; Julong Lan; Penghao Sun; Yiming Jiang 002 (IEEE Access, 2018)

Horizontal Partition for Scalable Control in Software-Defined Data Center Networks. - Shaojun Zhang; Julong Lan; Chao Qi; Penghao Sun (IEICE Trans. Inf. Syst., 2018)

SINET: Enabling Scalable Network Routing with Deep Reinforcement Learning on Partial Nodes. - Penghao Sun; Junfei Li; Zehua Guo 001; Yang Xu 010; Julong Lan; Yuxiang Hu (SIGCOMM Posters and Demos, 2019)

ACST: Audit-based compromised switch tolerance for enhancing data plane robustness in software-defined networking. - Tao Hu 002; Peng Yi 003; Julong Lan; Yuxiang Hu; Penghao Sun (Comput. Networks, 2019)

TIDE: Time-relevant deep reinforcement learning for routing optimization. - Penghao Sun; Yuxiang Hu; Julong Lan; Le Tian 002; Min Chen 003 (Future Gener. Comput. Syst., 2019)

QOS-Aware Flow Control for Power-Efficient Data Center Networks with Deep Reinforcement Learning. - Penghao Sun; Zehua Guo 001; Sen Liu 002; Julong Lan; Yuxiang Hu (ICASSP, 2020)

Improving the Scalability of Deep Reinforcement Learning-Based Routing with Control on Partial Nodes. - Penghao Sun; Julong Lan; Zehua Guo 001; Yang Xu 010; Yuxiang Hu (ICASSP, 2020)

DeepMigration: Flow Migration for NFV with Graph-based Deep Reinforcement Learning. - Penghao Sun; Julong Lan; Zehua Guo 001; Di Zhang 002; Xianfu Chen; Yuxiang Hu; Zhi Liu 002 (ICC, 2020)

DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling. - Penghao Sun; Zehua Guo 001; Junchao Wang; Junfei Li; Julong Lan; Yuxiang Hu (IJCAI, 2020)

Traffic modeling and optimization in datacenters with graph neural network. - Junfei Li; Penghao Sun; Yuxiang Hu (Comput. Networks, 2020)

SmartFCT: Improving power-efficiency for data center networks with deep reinforcement learning. - Penghao Sun; Zehua Guo 001; Sen Liu 002; Julong Lan; Junchao Wang; Yuxiang Hu (Comput. Networks, 2020)

MARVEL: Enabling controller load balancing in software-defined networks with multi-agent reinforcement learning. - Penghao Sun; Zehua Guo 001; Gang Wang 014; Julong Lan; Yuxiang Hu (Comput. Networks, 2020)

Efficient flow migration for NFV with Graph-aware deep reinforcement learning. - Penghao Sun; Julong Lan; Junfei Li; Zehua Guo 001; Yuxiang Hu; Tao Hu 002 (Comput. Networks, 2020)

FTLink: Efficient and flexible link fault tolerance scheme for data plane in Software-Defined Networking. - Tao Hu 002; Peng Yi 003; Julong Lan; Yuxiang Hu; Penghao Sun (Future Gener. Comput. Syst., 2020)

RETCAM: An efficient TCAM compression model for flow table of OpenFlow. - Chaoqin Zhang; Penghao Sun; Guangwu Hu; Liang Zhu (J. Commun. Networks, 2020)

Polymorphic Smart Network: An Open, Flexible and Universal Architecture for Future Heterogeneous Networks. - Yuxiang Hu; Dan Li 007; Penghao Sun; Peng Yi 003; Jiangxing Wu 001 (IEEE Trans. Netw. Sci. Eng., 2020)

HyperKV: A High Performance Concurrent Key-Value Store for Persistent Memory. - Penghao Sun; Dongliang Xue; Litong You; Yan Yan; Linpeng Huang (ISPA/BDCloud/SocialCom/SustainCom, 2021)

OrderSketch: An Unbiased and Fast Sketch for Frequency Estimation of Data Streams. - Lu Jie 006; Hongchang Chen; Penghao Sun; Tao Hu 002; Zhen Zhang 049 (Comput. Networks, 2021)

ScaleDRL: A Scalable Deep Reinforcement Learning Approach for Traffic Engineering in SDN with Pinning Control. - Penghao Sun; Zehua Guo 001; Julong Lan; Junfei Li; Yuxiang Hu; Thar Baker (Comput. Networks, 2021)

Combining Deep Reinforcement Learning With Graph Neural Networks for Optimal VNF Placement. - Penghao Sun; Julong Lan; Junfei Li; Zehua Guo 001; Yuxiang Hu (IEEE Commun. Lett., 2021)

A Scalable Deep Reinforcement Learning Approach for Traffic Engineering Based on Link Control. - Penghao Sun; Julong Lan; Junfei Li; Jianpeng Zhang; Yuxiang Hu; Zehua Guo 001 (IEEE Commun. Lett., 2021)

Defensive deception framework against reconnaissance attacks in the cloud with deep reinforcement learning. - Huanruo Li; Yunfei Guo; Shumin Huo; Hongchao Hu; Penghao Sun (Sci. China Inf. Sci., 2022)

An optimal defensive deception framework for the container-based cloud with deep reinforcement learning. - Huanruo Li; Yunfei Guo; Penghao Sun; Yawen Wang; Shumin Huo (IET Inf. Secur., 2022)

Enabling Scalable Routing in Software-Defined Networks With Deep Reinforcement Learning on Critical Nodes. - Penghao Sun; Zehua Guo 001; Junfei Li; Yang Xu 010; Julong Lan; Yuxiang Hu (IEEE/ACM Trans. Netw., 2022)

Learning-based Data Separation for Write Amplification Reduction in Solid State Drives. - Penghao Sun; Litong You; Shengan Zheng; Wanru Zhang; Ruoyan Ma; Jie Yang; Guanzhong Wang; Feng Zhu 024; Shu Li; Linpeng Huang (DAC, 2023)

OpenEmbedding: A Distributed Parameter Server for Deep Learning Recommendation Models using Persistent Memory. - Cheng Chen 008; Yilin Wang; Jun Yang 022; Yiming Liu; Mian Lu; Zhao Zheng; Bingsheng He; Weng-Fai Wong; Liang You; Penghao Sun; Yuping Zhao; Fenghua Hu; et al. (ICDE, 2023)

Virtual self-adaptive bitmap for online cardinality estimation. - Jie Lu 006; Hongchang Chen; Jianpeng Zhang; Tao Hu 002; Penghao Sun; Zhen Zhang 049 (Inf. Syst., 2023)

MEFusion: Unsupervised Mutual Enhancement for Multimodal Image Fusion. - Yushe Cao; Siwen Jiao; Penghao Sun; Baoyun Peng; Dianxi Shi; Yuanchun Shi (ECAI, 2024)

Enabling efficient routing for traffic engineering in SDN with Deep Reinforcement Learning. - Xinglong Pei; Penghao Sun; Yuxiang Hu; Dan Li; Bo Chen; Le Tian 002 (Comput. Networks, 2024)

Multi-resource interleaving for task scheduling in cloud-edge system by deep reinforcement learning. - Xinglong Pei; Penghao Sun; Yuxiang Hu; Dan Li; Le Tian 002; Ziyong Li (Future Gener. Comput. Syst., 2024)

SuperGuardian: Superspreader removal for cardinality estimation in data streaming. - Jie Lu 006; Hongchang Chen; Penghao Sun; Tao Hu 002; Zhen Zhang 049; Quan Ren (Inf. Syst., 2024)

Realizing the Carbon-Aware Service Provision in ICT System. - Penghao Sun; Julong Lan; Yuxiang Hu; Zehua Guo 001; Chong Wu; Jiangxing Wu 001 (IEEE Trans. Netw. Serv. Manag., 2024)

TxISC: Transactional File Processing in Computational SSDs. - Penghao Sun; Shengan Zheng; Kaijiang Deng; Guifeng Wang; Jin Pu; Jie Yang; Maojun Yuan; Feng Zhu 024; Shu Li; Linpeng Huang (DATE, 2025)

CSGC: Collaborative File System Garbage Collection with Computational Storage. - Jin Pu; Shengan Zheng; Penghao Sun; Guifeng Wang; Xin Xie; Linpeng Huang (Euro-Par (2), 2025)

CoDDoS: Detecting and mitigating diverse DDoS attacks with programmable switches. - Jiqiang Xia; Le Tian 002; Yuxiang Hu; Ziyong Li; Penghao Sun; Jianhua Peng (Comput. Commun., 2025)

One sketch for all super hosts: Large-scale network monitoring with UnivCar. - Jiqiang Xia; Le Tian; Yuxiang Hu; Jianjin Zhao; Penghao Sun; Jianhua Peng (Future Gener. Comput. Syst., 2026)