Virtual Network Function Selection and Chaining Based on Deep Learning in SDN and NFV-Enabled Networks

2018 IEEE International Conference on Communications Workshops (ICC Workshops) ◽

10.1109/iccw.2018.8403657 ◽

2018 ◽

Author(s):

Jianing Pei ◽

Peilin Hong ◽

Defang Li

Keyword(s):

Deep Learning ◽

Virtual Network ◽

Network Function ◽

Function Selection ◽

Virtual Network Function

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Two-Phase Virtual Network Function Selection and Chaining Algorithm Based on Deep Learning in SDN/NFV-Enabled Networks

IEEE Journal on Selected Areas in Communications ◽

10.1109/jsac.2020.2986592 ◽

2020 ◽

Vol 38 (6) ◽

pp. 1102-1117 ◽

Author(s):

Jianing Pei ◽

Peilin Hong ◽

Kaiping Xue ◽

Defang Li ◽

David S. L. Wei ◽

...

Keyword(s):

Deep Learning ◽

Virtual Network ◽

Two Phase ◽

Network Function ◽

Function Selection ◽

Virtual Network Function

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Joint Virtual Network Function Selection and Traffic Steering in Telecom Networks

GLOBECOM 2017 - 2017 IEEE Global Communications Conference ◽

10.1109/glocom.2017.8254652 ◽

2017 ◽

Author(s):

Shundan Jiao ◽

Xiaoning Zhang ◽

Shui Yu ◽

Xue Song ◽

Zhichao Xu

Keyword(s):

Virtual Network ◽

Network Function ◽

Function Selection ◽

Telecom Networks ◽

Virtual Network Function ◽

Traffic Steering

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An efficient improvement potential-based virtual network function selection scheme for reliability/availability improvement

2018 International Conference on Information Networking (ICOIN) ◽

10.1109/icoin.2018.8343160 ◽

2018 ◽

Author(s):

Thanh Dinh ◽

Younghan Kim

Keyword(s):

Virtual Network ◽

Selection Scheme ◽

Network Function ◽

Improvement Potential ◽

Function Selection ◽

Virtual Network Function

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Sequential Deep Learning Architectures for Anomaly Detection in Virtual Network Function Chains

10.1109/ictc52510.2021.9621043 ◽

2021 ◽

Author(s):

Chungjun Lee ◽

Jibum Hong ◽

DongNyeong Heo ◽

Heeyoul Choi

Keyword(s):

Deep Learning ◽

Anomaly Detection ◽

Virtual Network ◽

Network Function ◽

Learning Architectures ◽

Virtual Network Function

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Graph Neural Network-based Virtual Network Function Deployment Prediction

2020 16th International Conference on Network and Service Management (CNSM) ◽

10.23919/cnsm50824.2020.9269085 ◽

2020 ◽

Author(s):

Hee-Gon Kim ◽

Suhyun Park ◽

Dongnyeong Heo ◽

Stanislav Lange ◽

Heeyoul Choi ◽

...

Keyword(s):

Neural Network ◽

Virtual Network ◽

Network Function ◽

Virtual Network Function

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Virtual network function placement with bounded migrations

Cluster Computing ◽

10.1007/s10586-021-03266-8 ◽

2021 ◽

Author(s):

Yanghao Xie ◽

Sheng Wang ◽

Binbin Wang

Keyword(s):

Virtual Network ◽

Network Function ◽

Virtual Network Function

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Optimal Virtual Network Function Placement in Chains Using Backups with Availability Schedule

2020 IEEE 9th International Conference on Cloud Networking (CloudNet) ◽

10.1109/cloudnet51028.2020.9335802 ◽

2020 ◽

Author(s):

Rui Kang ◽

Fujun He ◽

Eiji Oki

Keyword(s):

Virtual Network ◽

Network Function ◽

Virtual Network Function

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A Flexible Deployment Scheme for Virtual Network Function Based on Reinforcement Learning

2020 IEEE 6th International Conference on Computer and Communications (ICCC) ◽

10.1109/iccc51575.2020.9344881 ◽

2020 ◽

Author(s):

Juanjuan Yao ◽

Meijuan Chen

Keyword(s):

Reinforcement Learning ◽

Virtual Network ◽

Network Function ◽

Virtual Network Function

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The Offline Virtual Network Function Packing Problem

2021 24th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN) ◽

10.1109/icin51074.2021.9385554 ◽

2021 ◽

Author(s):

Yannick Carlinet ◽

Eric Gourdin ◽

Nancy Perrot

Keyword(s):

Packing Problem ◽

Virtual Network ◽

Network Function ◽

Virtual Network Function

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Robust Virtual Network Function Allocation in Service Function Chains with Uncertain Availability Schedule

IEEE Transactions on Network and Service Management ◽

10.1109/tnsm.2021.3076511 ◽

2021 ◽

pp. 1-1

Author(s):

Rui Kang ◽

Fujun He ◽

Eiji Oki

Keyword(s):

Virtual Network ◽

Service Function ◽

Network Function ◽

Function Allocation ◽

Virtual Network Function

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