Virtual Network Function Placement Optimization With Deep Reinforcement Learning

IEEE Journal on Selected Areas in Communications ◽

10.1109/jsac.2019.2959183 ◽

2020 ◽

Vol 38 (2) ◽

pp. 292-303 ◽

Author(s):

Ruben Solozabal ◽

Josu Ceberio ◽

Aitor Sanchoyerto ◽

Luis Zabala ◽

Bego Blanco ◽

...

Keyword(s):

Reinforcement Learning ◽

Virtual Network ◽

Network Function ◽

Placement Optimization ◽

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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An Attention Based Deep Reinforcement Learning Method for Virtual Network Function Placement

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

10.1109/iccc51575.2020.9345041 ◽

2020 ◽

Author(s):

Shuopeng Li ◽

Shaohui Zhang ◽

Limin Chen ◽

Huamin Chen ◽

Xiliang Liu ◽

...

Keyword(s):

Reinforcement Learning ◽

Virtual Network ◽

Learning Method ◽

Network Function ◽

Virtual Network Function

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Virtual Network Function Embedding under Nodal Outage using Reinforcement Learning

2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) ◽

10.1109/ants50601.2020.9342803 ◽

2020 ◽

Author(s):

Swarna Bindu Chetty ◽

Hamed Ahmadi ◽

Avishek Nag

Keyword(s):

Reinforcement Learning ◽

Virtual Network ◽

Network Function ◽

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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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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A Translator as Virtual Network Function for Network Level Interoperability of Different IoT Technologies

2021 IEEE 7th International Conference on Network Softwarization (NetSoft) ◽

10.1109/netsoft51509.2021.9492677 ◽

2021 ◽

Author(s):

Sisay Tadesse Arzo ◽

Francesco Zambotto ◽

Fabrizio Granelli ◽

Riccardo Bassoli ◽

Michael Devetsikiotis ◽

...

Keyword(s):

Virtual Network ◽

Network Function ◽

Virtual Network Function

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Delay Sensitive Virtual Network Function Placement and Routing

2018 25th International Conference on Telecommunications (ICT) ◽

10.1109/ict.2018.8464883 ◽

2018 ◽

Author(s):

Racha Gouareb ◽

Vasilis Friderikos ◽

A. Hamid Aghvami

Keyword(s):

Virtual Network ◽

Network Function ◽

Delay Sensitive ◽

Placement And Routing ◽

Virtual Network Function

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