Demonstration of ML-aided Impairment-aware L0 Path Computation in Fully Disaggregated Multi-vendor Optical Transport Networks

Huy Tran Quang; Quan Pham-Van; Dominique Verchere; Huu Trung Thieu; Djamal Zeghlache

Demonstration of ML-aided Impairment-aware L0 Path Computation in Fully Disaggregated Multi-vendor Optical Transport Networks

Huy Tran Quang
, Quan Pham-Van
, Dominique Verchere
, Huu Trung Thieu
, Djamal Zeghlache

Bell Labs

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

Abstract

We demonstrate an online impairment-aware L0 path computation capability leveraging a machine learning model to recommend the most appropriate path and optical parameters combination for a connectivity service request in the fully disaggregated multi-vendor optical transport network.

Original language	English
Title of host publication	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781943580866
Publication status	Published - 1 Jun 2021
Event	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - San Francisco, United States Duration: 6 Jun 2021 → 11 Jun 2021

Publication series

Name	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings

Conference

Conference	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021
Country/Territory	United States
City	San Francisco
Period	6/06/21 → 11/06/21

Cite this

Quang, H. T., Pham-Van, Q., Verchere, D., Thieu, H. T., & Zeghlache, D. (2021). Demonstration of ML-aided Impairment-aware L0 Path Computation in Fully Disaggregated Multi-vendor Optical Transport Networks. In 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings Article 9489475 (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings). Institute of Electrical and Electronics Engineers Inc..

Quang, Huy Tran ; Pham-Van, Quan ; Verchere, Dominique et al. / Demonstration of ML-aided Impairment-aware L0 Path Computation in Fully Disaggregated Multi-vendor Optical Transport Networks. 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

@inproceedings{b548de6e3b2a4fcd9d0aa24d784cb954,

title = "Demonstration of ML-aided Impairment-aware L0 Path Computation in Fully Disaggregated Multi-vendor Optical Transport Networks",

abstract = "We demonstrate an online impairment-aware L0 path computation capability leveraging a machine learning model to recommend the most appropriate path and optical parameters combination for a connectivity service request in the fully disaggregated multi-vendor optical transport network.",

author = "Quang, \{Huy Tran\} and Quan Pham-Van and Dominique Verchere and Thieu, \{Huu Trung\} and Djamal Zeghlache",

note = "Publisher Copyright: {\textcopyright} 2021 OSA.; 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 ; Conference date: 06-06-2021 Through 11-06-2021",

year = "2021",

month = jun,

day = "1",

language = "English",

series = "2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings",

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

booktitle = "2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings",

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Quang, HT, Pham-Van, Q, Verchere, D, Thieu, HT & Zeghlache, D 2021, Demonstration of ML-aided Impairment-aware L0 Path Computation in Fully Disaggregated Multi-vendor Optical Transport Networks. in 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings., 9489475, 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021, San Francisco, United States, 6/06/21.

Demonstration of ML-aided Impairment-aware L0 Path Computation in Fully Disaggregated Multi-vendor Optical Transport Networks. / Quang, Huy Tran; Pham-Van, Quan; Verchere, Dominique et al.
2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. 9489475 (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

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

TY - GEN

T1 - Demonstration of ML-aided Impairment-aware L0 Path Computation in Fully Disaggregated Multi-vendor Optical Transport Networks

AU - Quang, Huy Tran

AU - Pham-Van, Quan

AU - Verchere, Dominique

AU - Thieu, Huu Trung

AU - Zeghlache, Djamal

PY - 2021/6/1

Y1 - 2021/6/1

N2 - We demonstrate an online impairment-aware L0 path computation capability leveraging a machine learning model to recommend the most appropriate path and optical parameters combination for a connectivity service request in the fully disaggregated multi-vendor optical transport network.

AB - We demonstrate an online impairment-aware L0 path computation capability leveraging a machine learning model to recommend the most appropriate path and optical parameters combination for a connectivity service request in the fully disaggregated multi-vendor optical transport network.

M3 - Conference contribution

AN - SCOPUS:85112104835

T3 - 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings

BT - 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021

Y2 - 6 June 2021 through 11 June 2021

ER -

Quang HT, Pham-Van Q, Verchere D, Thieu HT, Zeghlache D. Demonstration of ML-aided Impairment-aware L0 Path Computation in Fully Disaggregated Multi-vendor Optical Transport Networks. In 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2021. 9489475. (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

Demonstration of ML-aided Impairment-aware L0 Path Computation in Fully Disaggregated Multi-vendor Optical Transport Networks

Abstract

Publication series

Conference

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