Representation Learning-based Slice Resource Reconfiguring Scheme in Multimedia Networks

被引：0

作者：

Yang, Hui ^{[1
]}

Nan, Jingwen ^{[1
]}

Yao, Qiuyan ^{[1
]}

Bao, Bowen ^{[1
]}

Jiang, Yong ^{[2
]}

Guo, Huifeng ^{[2
]}

机构：

[1] Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing, Peoples R China

[2] Zhongxing Telecommun Equipment Cooperat, Shenzhen, Peoples R China

来源：

2020 IEEE INTERNATIONAL SYMPOSIUM ON BROADBAND MULTIMEDIA SYSTEMS AND BROADCASTING (BMSB) | 2020年

关键词：

multimedia networks; video stream service; representation learning; slice resource reconfiguration;

D O I：

10.1109/BMSB49480.2020.9379663

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, we propose a novel representation learning-based slice resource reconfiguring scheme with slice-monitoring strategy for video stream services in multimedia networks to improve resource utilization and decrease the blocking probability.

引用

页数：3

共 5 条

[1] Scalable Network Virtualization in Software-Defined Networks [J].

Drutskoy, Dmitry ;

Keller, Eric ;

Rexford, Jennifer .

IEEE INTERNET COMPUTING, 2013, 17 (02) :20-27

[2]

Hamilton William L, 2017, IEEE Data Eng. Bull.

[3] Dynamic Slicing Approach for Multi-Tenant 5G Transport Networks [J].

Raza, Muhammad Rehan ;

Fiorani, Matteo ;

Rostami, Ahmad ;

Ohlen, Peter ;

Wosinska, Lena ;

Monti, Paolo .

JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2018, 10 (01) :A77-A90

[4] Topology2Vec: Topology Representation Learning For Data Center Networking [J].

Xie, Zhenzhen ;

Hu, Liang ;

Zhao, Kuo ;

Wang, Feng ;

Pang, Junjie .

IEEE ACCESS, 2018, 6 :33840-33848

[5]

Yang H, 2016, IEEE COMMUN MAG, V54, P86, DOI 10.1109/MCOM.2016.7402266

← 1 →