A Stochastic Computational Graph with Ensemble Learning Model for solving Controller Placement Problem in Software-Defined Wide Area Networks

Oladipupo Adekoya; Adel Aneiba

doi:10.1016/j.jnca.2024.103869

A Stochastic Computational Graph with Ensemble Learning Model for solving Controller Placement Problem in Software-Defined Wide Area Networks

Oladipupo Adekoya^*
, Adel Aneiba

^*Corresponding author for this work

Birmingham City University

Research output: Contribution to journal › Article › peer-review

2 Citations (SciVal)

Original language	English
Article number	103869
Journal	Journal of Network and Computer Applications
Volume	225
DOIs	https://doi.org/10.1016/j.jnca.2024.103869
Publication status	Published (VoR) - May 2024

Keywords

Computational graph
Controller placement
SDWAN
XGBoost

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10.1016/j.jnca.2024.103869

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title = "A Stochastic Computational Graph with Ensemble Learning Model for solving Controller Placement Problem in Software-Defined Wide Area Networks",

keywords = "Computational graph, Controller placement, SDWAN, XGBoost",

author = "Oladipupo Adekoya and Adel Aneiba",

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year = "2024",

month = may,

doi = "10.1016/j.jnca.2024.103869",

language = "English",

volume = "225",

journal = "Journal of Network and Computer Applications",

issn = "1084-8045",

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T1 - A Stochastic Computational Graph with Ensemble Learning Model for solving Controller Placement Problem in Software-Defined Wide Area Networks

AU - Adekoya, Oladipupo

AU - Aneiba, Adel

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KW - Computational graph

KW - Controller placement

KW - SDWAN

KW - XGBoost

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UR - https://www.open-access.bcu.ac.uk/15394/

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DO - 10.1016/j.jnca.2024.103869

M3 - Article

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JO - Journal of Network and Computer Applications

JF - Journal of Network and Computer Applications

M1 - 103869

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A Stochastic Computational Graph with Ensemble Learning Model for solving Controller Placement Problem in Software-Defined Wide Area Networks

Keywords

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