Reconfigured Strategy of Network Slices based on Representation Learning in Flex-Grid Optical Networks

Jingwen Nan; Hui Yang; Ao Yu; Qiuyan Yao; Jie Zhang; Xinxin Yang

doi:10.1109/BMSB47279.2019.8971860

Reconfigured Strategy of Network Slices based on Representation Learning in Flex-Grid Optical Networks

Jingwen Nan
, Hui Yang
, Ao Yu
, Qiuyan Yao
, Jie Zhang
, Xinxin Yang

School of Electronic and Information Engineering

Beijing University of Posts and Telecommunications

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper propose a reconfigured strategy of slices in flex-grid optical network based on representation learning. In the proposed method, the resource allocation process will take nodes' correlation into account. Experiments show our strategy has better resource utilization.

Original language	English
Title of host publication	2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019
Publisher	IEEE Computer Society
ISBN (Electronic)	9781728121505
DOIs	https://doi.org/10.1109/BMSB47279.2019.8971860
State	Published - Jun 2019
Event	2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019 - Jeju, Korea, Republic of Duration: 5 Jun 2019 → 7 Jun 2019

Publication series

Name	IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB
Volume	2019-June
ISSN (Print)	2155-5044
ISSN (Electronic)	2155-5052

Conference

Conference	2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019
Country/Territory	Korea, Republic of
City	Jeju
Period	5/06/19 → 7/06/19

Keywords

representation learning
resource utilization
slice reconfiguration

Access to Document

10.1109/BMSB47279.2019.8971860

Cite this

Nan, J., Yang, H., Yu, A., Yao, Q., Zhang, J., & Yang, X. (2019). Reconfigured Strategy of Network Slices based on Representation Learning in Flex-Grid Optical Networks. In 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019 Article 8971860 (IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB; Vol. 2019-June). IEEE Computer Society. https://doi.org/10.1109/BMSB47279.2019.8971860

@inproceedings{8d48f5bcef1a4ac5a97ce2cd0eed3fb4,

title = "Reconfigured Strategy of Network Slices based on Representation Learning in Flex-Grid Optical Networks",

abstract = "This paper propose a reconfigured strategy of slices in flex-grid optical network based on representation learning. In the proposed method, the resource allocation process will take nodes' correlation into account. Experiments show our strategy has better resource utilization.",

keywords = "representation learning, resource utilization, slice reconfiguration",

author = "Jingwen Nan and Hui Yang and Ao Yu and Qiuyan Yao and Jie Zhang and Xinxin Yang",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019 ; Conference date: 05-06-2019 Through 07-06-2019",

year = "2019",

month = jun,

doi = "10.1109/BMSB47279.2019.8971860",

language = "英语",

series = "IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB",

publisher = "IEEE Computer Society",

booktitle = "2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019",

address = "美国",

}

Nan, J, Yang, H, Yu, A, Yao, Q, Zhang, J & Yang, X 2019, Reconfigured Strategy of Network Slices based on Representation Learning in Flex-Grid Optical Networks. in 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019., 8971860, IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB, vol. 2019-June, IEEE Computer Society, 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019, Jeju, Korea, Republic of, 5/06/19. https://doi.org/10.1109/BMSB47279.2019.8971860

Reconfigured Strategy of Network Slices based on Representation Learning in Flex-Grid Optical Networks. / Nan, Jingwen; Yang, Hui; Yu, Ao et al.
2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019. IEEE Computer Society, 2019. 8971860 (IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB; Vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Reconfigured Strategy of Network Slices based on Representation Learning in Flex-Grid Optical Networks

AU - Nan, Jingwen

AU - Yang, Hui

AU - Yu, Ao

AU - Yao, Qiuyan

AU - Zhang, Jie

AU - Yang, Xinxin

PY - 2019/6

Y1 - 2019/6

N2 - This paper propose a reconfigured strategy of slices in flex-grid optical network based on representation learning. In the proposed method, the resource allocation process will take nodes' correlation into account. Experiments show our strategy has better resource utilization.

AB - This paper propose a reconfigured strategy of slices in flex-grid optical network based on representation learning. In the proposed method, the resource allocation process will take nodes' correlation into account. Experiments show our strategy has better resource utilization.

KW - representation learning

KW - resource utilization

KW - slice reconfiguration

UR - https://www.scopus.com/pages/publications/85079341426

U2 - 10.1109/BMSB47279.2019.8971860

DO - 10.1109/BMSB47279.2019.8971860

M3 - 会议稿件

AN - SCOPUS:85079341426

T3 - IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB

BT - 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019

PB - IEEE Computer Society

T2 - 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019

Y2 - 5 June 2019 through 7 June 2019

ER -

Nan J, Yang H, Yu A, Yao Q, Zhang J, Yang X. Reconfigured Strategy of Network Slices based on Representation Learning in Flex-Grid Optical Networks. In 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019. IEEE Computer Society. 2019. 8971860. (IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB). doi: 10.1109/BMSB47279.2019.8971860

Reconfigured Strategy of Network Slices based on Representation Learning in Flex-Grid Optical Networks

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this