Concepedia

Penghao Sun

PS

Statistics

Publications

24

Citations

813

H-Index

17

Active since

2017

Affiliations

Beijing Institute of Technology(Current)

PLA Information Engineering University

Switch

Fudan University

System Equipment (China)

Penghao Sun is an author at Beijing Institute of Technology specializing in computing, computer science, and deep reinforcement learning.

ORCID

Publications per year

2017–2024

24

Publications

24

TIDE: Time-relevant deep reinforcement learning for routing optimization

Penghao Sun, Yuxiang Hu, Julong Lan et al. · Future Generation Computer Systems · 2019 · 120 citations

, , +11

Combining Deep Reinforcement Learning With Graph Neural Networks for Optimal VNF Placement

Penghao Sun, Julong Lan, Junfei Li et al. · IEEE Communications Letters · 2020 · 72 citations

, , +16

MARVEL: Enabling controller load balancing in software-defined networks with multi-agent reinforcement learning

Penghao Sun, Zehua Guo, Gang Wang et al. · Computer Networks · 2020 · 59 citations

, , +13

Enabling Scalable Routing in Software-Defined Networks With Deep Reinforcement Learning on Critical Nodes

Penghao Sun, Zehua Guo, Junfei Li et al. · IEEE/ACM Transactions on Networking · 2021 · 59 citations

, , +16

ScaleDRL: A Scalable Deep Reinforcement Learning Approach for Traffic Engineering in SDN with Pinning Control

Penghao Sun, Zehua Guo, Julong Lan et al. · Computer Networks · 2021 · 56 citations

, , +14

1–5 of 24