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

电子信息工程学院

Beijing University of Posts and Telecommunications

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

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.

源语言	英语
主期刊名	2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019
出版商	IEEE Computer Society
ISBN（电子版）	9781728121505
DOI	https://doi.org/10.1109/BMSB47279.2019.8971860
出版状态	已出版 - 6月 2019
活动	2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019 - Jeju, 韩国期限: 5 6月 2019 → 7 6月 2019

出版系列

姓名	IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB
卷	2019-June
ISSN（印刷版）	2155-5044
ISSN（电子版）	2155-5052

会议

会议	2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019
国家/地区	韩国
市	Jeju
时期	5/06/19 → 7/06/19

访问文件

10.1109/BMSB47279.2019.8971860

其它文件与链接

链接到 Scopus 的出版物

引用此

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. 在 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019 文章 8971860 (IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB; 卷 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. 在 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019., 8971860, IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB, 卷 2019-June, IEEE Computer Society, 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2019, Jeju, 韩国, 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 等.
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; 卷 2019-June).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

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. 在 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

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