DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres

Yiran Teng; Mark Yang; Carlos Natalino; Sen Shen; Paolo Monti; Reza Nejabati; Shuangyi Yan; Dimitra Simeonidou

doi:10.1109/PSC57974.2023.10297190

DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres

Yiran Teng, Mark Yang, Carlos Natalino, Sen Shen, Paolo Monti, Reza Nejabati, Shuangyi Yan, Dimitra Simeonidou

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

3 Citations (Scopus)

71 Downloads (Pure)

Abstract

We designed a DRL-based routing, modulation, spectrum, and core assignment algorithm to fully exploit the core switching capabilities of space division multiplexing networks with multi-core fibres. The proposed method shows up to 53% better blocking probability performance compared to RMSCA benchmarks in different traffic loads

Original language	English
Title of host publication	2023 International Conference on Photonics in Switching and Computing (PSC)
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Number of pages	3
ISBN (Electronic)	9798350323702
ISBN (Print)	9798350323719
DOIs	https://doi.org/10.1109/PSC57974.2023.10297190
Publication status	Published - 2 Nov 2023
Event	Photonics in Switching and Computing 2023 - Mantova, Italy Duration: 26 Sept 2023 → 29 Sept 2023

Publication series

Name	International Conference on Photonics in Switching and Computing (PSC)
Publisher	IEEE
ISSN (Print)	2166-8884
ISSN (Electronic)	2166-8892

Conference

Conference	Photonics in Switching and Computing 2023
Country/Territory	Italy
City	Mantova
Period	26/09/23 → 29/09/23

Access to Document

10.1109/PSC57974.2023.10297190

Full-text PDF (accepted author manuscript)
This is the accepted author manuscript (AAM). Copyright for the images within is retained by the author. The final published version (version of record) is available online via IEEE at https://doi.org/10.1109/PSC57974.2023.10297190. Please refer to any applicable terms of use of the publisher.
Accepted author manuscript, 1.55 MBLicence: CC BY

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Increased network capacity using Spatial Division Multiplexing (SDM)
Yan, S. (Principal Investigator)
1/04/23 → 31/03/26
Project: Research, Parent

Cite this

Teng, Y., Yang, M., Natalino, C., Shen, S., Monti, P., Nejabati, R., Yan, S., & Simeonidou, D. (2023). DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres. In 2023 International Conference on Photonics in Switching and Computing (PSC) (International Conference on Photonics in Switching and Computing (PSC)). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/PSC57974.2023.10297190

@inproceedings{569551428ca8443da2f142ae18cafe6a,

title = "DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres",

abstract = "We designed a DRL-based routing, modulation, spectrum, and core assignment algorithm to fully exploit the core switching capabilities of space division multiplexing networks with multi-core fibres. The proposed method shows up to 53\% better blocking probability performance compared to RMSCA benchmarks in different traffic loads",

author = "Yiran Teng and Mark Yang and Carlos Natalino and Sen Shen and Paolo Monti and Reza Nejabati and Shuangyi Yan and Dimitra Simeonidou",

year = "2023",

month = nov,

day = "2",

doi = "10.1109/PSC57974.2023.10297190",

language = "English",

isbn = "9798350323719",

series = "International Conference on Photonics in Switching and Computing (PSC)",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

booktitle = "2023 International Conference on Photonics in Switching and Computing (PSC)",

address = "United States",

note = "Photonics in Switching and Computing 2023 ; Conference date: 26-09-2023 Through 29-09-2023",

}

Teng, Y , Yang, M, Natalino, C, Shen, S, Monti, P, Nejabati, R, Yan, S & Simeonidou, D 2023, DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres. in 2023 International Conference on Photonics in Switching and Computing (PSC). International Conference on Photonics in Switching and Computing (PSC), Institute of Electrical and Electronics Engineers (IEEE), Photonics in Switching and Computing 2023, Mantova, Italy, 26/09/23. https://doi.org/10.1109/PSC57974.2023.10297190

DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres. / Teng, Yiran ; Yang, Mark; Natalino, Carlos et al.
2023 International Conference on Photonics in Switching and Computing (PSC). Institute of Electrical and Electronics Engineers (IEEE), 2023. (International Conference on Photonics in Switching and Computing (PSC)).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

TY - GEN

T1 - DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres

AU - Teng, Yiran

AU - Yang, Mark

AU - Natalino, Carlos

AU - Shen, Sen

AU - Monti, Paolo

AU - Nejabati, Reza

AU - Yan, Shuangyi

AU - Simeonidou, Dimitra

PY - 2023/11/2

Y1 - 2023/11/2

N2 - We designed a DRL-based routing, modulation, spectrum, and core assignment algorithm to fully exploit the core switching capabilities of space division multiplexing networks with multi-core fibres. The proposed method shows up to 53% better blocking probability performance compared to RMSCA benchmarks in different traffic loads

AB - We designed a DRL-based routing, modulation, spectrum, and core assignment algorithm to fully exploit the core switching capabilities of space division multiplexing networks with multi-core fibres. The proposed method shows up to 53% better blocking probability performance compared to RMSCA benchmarks in different traffic loads

U2 - 10.1109/PSC57974.2023.10297190

DO - 10.1109/PSC57974.2023.10297190

M3 - Conference Contribution (Conference Proceeding)

SN - 9798350323719

T3 - International Conference on Photonics in Switching and Computing (PSC)

BT - 2023 International Conference on Photonics in Switching and Computing (PSC)

PB - Institute of Electrical and Electronics Engineers (IEEE)

T2 - Photonics in Switching and Computing 2023

Y2 - 26 September 2023 through 29 September 2023

ER -

Teng Y , Yang M, Natalino C, Shen S, Monti P, Nejabati R et al. DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres. In 2023 International Conference on Photonics in Switching and Computing (PSC). Institute of Electrical and Electronics Engineers (IEEE). 2023. (International Conference on Photonics in Switching and Computing (PSC)). doi: 10.1109/PSC57974.2023.10297190

DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres

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Projects

Increased network capacity using Spatial Division Multiplexing (SDM)

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