Field-Trial of Machine Learning-Assisted Quantum Key Distribution (QKD) Networking with SDN

Yanni Ou; Emilio Hugues Salas; Foteini Ntavou; Rui Wang; Yu Bi; Shuangyi Yan; George Kanellos; Reza Nejabati; Dimitra Simeonidou

Field-Trial of Machine Learning-Assisted Quantum Key Distribution (QKD) Networking with SDN

Yanni Ou, Emilio Hugues Salas, Foteini Ntavou, Rui Wang, Yu Bi, Shuangyi Yan, George Kanellos, Reza Nejabati, Dimitra Simeonidou

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

29 Citations (Scopus)

Abstract

We demonstrated, for the first time, a machine-learning method to assist the coexistence between quantum and classical communication channels. Software-defined networking was used to successfully enable the key generation and transmission over a city and campus network.

Original language	English
Title of host publication	44th European Conference on Optical Communication-ECOC
Publication status	Published - 24 Sept 2018

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QComms: UK Quantum Technology Hub for Quantum Communication Technologies (via York)
Rarity, J. G. (Principal Investigator), Thompson, M. G. (Principal Investigator), Erven, C. (Co-Investigator), Laing, A. (Co-Investigator), Nejabati, R. (Co-Investigator), Simeonidou, D. (Co-Investigator), Lowndes, D. L. D. (Researcher), Kennard, J. E. (Researcher), Hugues Salas, E. (Researcher), Hart, A. S. (Researcher), Collins, R. L. (Researcher), Ntavou, F. (Researcher), Borghi, M. (Researcher), Joshi, S. K. (Researcher) & Aktas, D. V. C. (Researcher)
1/12/14 → 30/11/19
Project: Research, Parent

Cite this

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title = "Field-Trial of Machine Learning-Assisted Quantum Key Distribution (QKD) Networking with SDN",

abstract = "We demonstrated, for the first time, a machine-learning method to assist the coexistence between quantum and classical communication channels. Software-defined networking was used to successfully enable the key generation and transmission over a city and campus network.",

author = "Yanni Ou and {Hugues Salas}, Emilio and Foteini Ntavou and Rui Wang and Yu Bi and Shuangyi Yan and George Kanellos and Reza Nejabati and Dimitra Simeonidou",

year = "2018",

month = sep,

day = "24",

language = "English",

booktitle = "44th European Conference on Optical Communication-ECOC",

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TY - GEN

T1 - Field-Trial of Machine Learning-Assisted Quantum Key Distribution (QKD) Networking with SDN

AU - Ou, Yanni

AU - Hugues Salas, Emilio

AU - Ntavou, Foteini

AU - Wang, Rui

AU - Bi, Yu

AU - Yan, Shuangyi

AU - Kanellos, George

AU - Nejabati, Reza

AU - Simeonidou, Dimitra

PY - 2018/9/24

Y1 - 2018/9/24

N2 - We demonstrated, for the first time, a machine-learning method to assist the coexistence between quantum and classical communication channels. Software-defined networking was used to successfully enable the key generation and transmission over a city and campus network.

AB - We demonstrated, for the first time, a machine-learning method to assist the coexistence between quantum and classical communication channels. Software-defined networking was used to successfully enable the key generation and transmission over a city and campus network.

M3 - Conference Contribution (Conference Proceeding)

BT - 44th European Conference on Optical Communication-ECOC

ER -

Field-Trial of Machine Learning-Assisted Quantum Key Distribution (QKD) Networking with SDN

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Projects

QComms: UK Quantum Technology Hub for Quantum Communication Technologies (via York)

Cite this