Field Trial of Monitoring On-Demand at Intermediate-Nodes Through Bayesian Optimization

Fanchao Meng; Alex Mavromatis; Yu Bi; Shuangyi Yan; Rui Wang; Yanni Ou; Reza Nejabati; Dimitra Simeonidou

doi:10.1364/OFC.2018.M3A.2

Field Trial of Monitoring On-Demand at Intermediate-Nodes Through Bayesian Optimization

Fanchao Meng, Alex Mavromatis, Yu Bi, Shuangyi Yan, Rui Wang, Yanni Ou, Reza Nejabati, Dimitra Simeonidou

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

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Abstract

We demonstrate an intelligent monitoring on-demand switching strategy at network nodes based on Bayesian optimization. It is shown that our proposed method achieves identical monitoring capability as complete system exploration while saving a lot of data.

Original language	English
Title of host publication	2018 Optical Fiber Communications Conference and Exposition (OFC)
Number of pages	3
ISBN (Electronic)	978-1-943580-38-5
DOIs	https://doi.org/10.1364/OFC.2018.M3A.2
Publication status	Published - 2018

Keywords

intelligent monitoring on-demand switching strategy
Bayesian optimization
intermediate-node monitoring

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10.1364/OFC.2018.M3A.2

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(INITIATE) The UK Programmable FIxed aNd MobIle InTernet InfrAstrucTurE
Simeonidou, D. (Principal Investigator)
1/02/17 → 31/01/21
Project: Research

Cite this

@inproceedings{cee9ab5dde0845b2a5d43901a0ea15ea,

title = "Field Trial of Monitoring On-Demand at Intermediate-Nodes Through Bayesian Optimization",

abstract = "We demonstrate an intelligent monitoring on-demand switching strategy at network nodes based on Bayesian optimization. It is shown that our proposed method achieves identical monitoring capability as complete system exploration while saving a lot of data.",

keywords = "intelligent monitoring on-demand switching strategy, Bayesian optimization, intermediate-node monitoring",

author = "Fanchao Meng and Alex Mavromatis and Yu Bi and Shuangyi Yan and Rui Wang and Yanni Ou and Reza Nejabati and Dimitra Simeonidou",

year = "2018",

doi = "10.1364/OFC.2018.M3A.2",

language = "English",

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T1 - Field Trial of Monitoring On-Demand at Intermediate-Nodes Through Bayesian Optimization

AU - Meng, Fanchao

AU - Mavromatis, Alex

AU - Bi, Yu

AU - Yan, Shuangyi

AU - Wang, Rui

AU - Ou, Yanni

AU - Nejabati, Reza

AU - Simeonidou, Dimitra

PY - 2018

Y1 - 2018

N2 - We demonstrate an intelligent monitoring on-demand switching strategy at network nodes based on Bayesian optimization. It is shown that our proposed method achieves identical monitoring capability as complete system exploration while saving a lot of data.

AB - We demonstrate an intelligent monitoring on-demand switching strategy at network nodes based on Bayesian optimization. It is shown that our proposed method achieves identical monitoring capability as complete system exploration while saving a lot of data.

KW - intelligent monitoring on-demand switching strategy

KW - Bayesian optimization

KW - intermediate-node monitoring

U2 - 10.1364/OFC.2018.M3A.2

DO - 10.1364/OFC.2018.M3A.2

M3 - Conference Contribution (Conference Proceeding)

SN - 978-1-5386-5834-5

BT - 2018 Optical Fiber Communications Conference and Exposition (OFC)

ER -

Field Trial of Monitoring On-Demand at Intermediate-Nodes Through Bayesian Optimization

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Keywords

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(INITIATE) The UK Programmable FIxed aNd MobIle InTernet InfrAstrucTurE

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