DDPG-Based Load-Aware QoS Guaranteed SDN Controller Placement for Internet of Vehicles

Bo Li; Xiaoheng Deng; Xuechen Chen; Yiqin Deng; Shaohua Wan; Honggang Zhang

doi:10.1109/JIOT.2025.3615790

DDPG-Based Load-Aware QoS Guaranteed SDN Controller Placement for Internet of Vehicles

Bo Li
, Xiaoheng Deng
, Xuechen Chen
, Yiqin Deng
, Shaohua Wan
, Honggang Zhang

Engineering

Hunan Agricultural University
Central South University
City University of Hong Kong
University of Electronic Science and Technology of China

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	52575-52590
Number of pages	16
Journal	IEEE Internet of Things Journal
Volume	12
Issue number	24
DOIs	https://doi.org/10.1109/JIOT.2025.3615790
State	Published - 2025

ASJC Scopus Subject Areas

Signal Processing
Information Systems
Hardware and Architecture
Computer Science Applications
Computer Networks and Communications

Keywords

Controller placement
deep deterministic policy gradient (DDPG)
deep reinforcement learning (DRL)
software-defined networks (SDNs)

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10.1109/JIOT.2025.3615790

Cite this

@article{09278b5cc01b41f88449f6be7b6ffa22,

title = "DDPG-Based Load-Aware QoS Guaranteed SDN Controller Placement for Internet of Vehicles",

keywords = "Controller placement, deep deterministic policy gradient (DDPG), deep reinforcement learning (DRL), software-defined networks (SDNs)",

author = "Bo Li and Xiaoheng Deng and Xuechen Chen and Yiqin Deng and Shaohua Wan and Honggang Zhang",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.",

year = "2025",

doi = "10.1109/JIOT.2025.3615790",

language = "English",

volume = "12",

pages = "52575--52590",

journal = "IEEE Internet of Things Journal",

issn = "2327-4662",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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}

TY - JOUR

T1 - DDPG-Based Load-Aware QoS Guaranteed SDN Controller Placement for Internet of Vehicles

AU - Li, Bo

AU - Deng, Xiaoheng

AU - Chen, Xuechen

AU - Deng, Yiqin

AU - Wan, Shaohua

AU - Zhang, Honggang

PY - 2025

Y1 - 2025

KW - Controller placement

KW - deep deterministic policy gradient (DDPG)

KW - deep reinforcement learning (DRL)

KW - software-defined networks (SDNs)

UR - https://www.scopus.com/pages/publications/105017805392

UR - https://www.scopus.com/pages/publications/105017805392#tab=citedBy

U2 - 10.1109/JIOT.2025.3615790

DO - 10.1109/JIOT.2025.3615790

M3 - Article

AN - SCOPUS:105017805392

SN - 2327-4662

VL - 12

SP - 52575

EP - 52590

JO - IEEE Internet of Things Journal

JF - IEEE Internet of Things Journal

IS - 24

ER -

DDPG-Based Load-Aware QoS Guaranteed SDN Controller Placement for Internet of Vehicles

ASJC Scopus Subject Areas

Keywords

Access to Document

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