DATE: Disturbance-Aware Traffic Engineering with Reinforcement Learning in Software-Defined Networks

Mapping Intimacies ◽

10.1109/iwqos52092.2021.9521343 ◽

2021 ◽

Author(s):

Minghao Ye ◽

Junjie Zhang ◽

Zehua Guo ◽

H. Jonathan Chao

Keyword(s):

Reinforcement Learning ◽

Traffic Engineering ◽

Software Defined Networks

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Traffic Engineering in Software-defined Networks using Reinforcement Learning: A Review

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2021.0120541 ◽

2021 ◽

Vol 12 (5) ◽

Author(s):

Delali Kwasi Dake ◽

James Dzisi Gadze ◽

Griffith Selorm Klogo ◽

Henry Nunoo-Mensah

Keyword(s):

Reinforcement Learning ◽

Traffic Engineering ◽

Software Defined Networks

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Boosting performance for software defined networks from traffic engineering perspective

Computer Communications ◽

10.1016/j.comcom.2020.12.018 ◽

2021 ◽

Vol 167 ◽

pp. 55-62

Author(s):

Mohammed I. Salman ◽

Bin Wang

Keyword(s):

Traffic Engineering ◽

Software Defined Networks

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Distributed and Adaptive Traffic Engineering with Deep Reinforcement Learning

10.1109/iwqos52092.2021.9521303 ◽

2021 ◽

Author(s):

Nan Geng ◽

Mingwei Xu ◽

Yuan Yang ◽

Chenyi Liu ◽

Jiahai Yang ◽

...

Keyword(s):

Reinforcement Learning ◽

Traffic Engineering

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A Security-Constrained Reinforcement Learning Framework for Software Defined Networks

ICC 2021 - IEEE International Conference on Communications ◽

10.1109/icc42927.2021.9500763 ◽

2021 ◽

Author(s):

Anand Mudgerikar ◽

Elisa Bertino ◽

Jorge Lobo ◽

Dinesh Verma

Keyword(s):

Reinforcement Learning ◽

Software Defined Networks ◽

Learning Framework

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Online Multicast Traffic Engineering for Software-Defined Networks

IEEE INFOCOM 2018 - IEEE Conference on Computer Communications ◽

10.1109/infocom.2018.8486290 ◽

2018 ◽

Author(s):

Sheng-Hao Chiang ◽

Jian-Jhih Kuo ◽

Shan-Hsiang Shen ◽

De-Nian Yang ◽

Wen-Tsuen Chen

Keyword(s):

Traffic Engineering ◽

Software Defined Networks ◽

Multicast Traffic

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Routing and Traffic Engineering in Software Defined Networks

Network Routing ◽

10.1016/b978-0-12-800737-2.00013-2 ◽

2018 ◽

pp. 378-395

Author(s):

Deep Medhi ◽

Karthik Ramasamy

Keyword(s):

Traffic Engineering ◽

Software Defined Networks

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A Context-Aware Traffic Engineering Model for Software-Defined Networks

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Nature of Computation and Communication ◽

10.1007/978-3-319-15392-6_8 ◽

2015 ◽

pp. 73-82 ◽

Author(s):

Phuong T. Nguyen ◽

Hong Anh Le ◽

Thomas Zinner

Keyword(s):

Traffic Engineering ◽

Software Defined Networks ◽

Context Aware ◽

Engineering Model

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The Joint Optimization of Online Traffic Matrix Measurement and Traffic Engineering For Software-Defined Networks

IEEE/ACM Transactions on Networking ◽

10.1109/tnet.2019.2957008 ◽

2020 ◽

Vol 28 (1) ◽

pp. 234-247

Author(s):

Xiong Wang ◽

Qi Deng ◽

Jing Ren ◽

Mehdi Malboubi ◽

Sheng Wang ◽

...

Keyword(s):

Traffic Engineering ◽

Joint Optimization ◽

Software Defined Networks ◽

Traffic Matrix ◽

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MARVEL: Enabling controller load balancing in software-defined networks with multi-agent reinforcement learning

Computer Networks ◽

10.1016/j.comnet.2020.107230 ◽

2020 ◽

Vol 177 ◽

pp. 107230

Author(s):

Penghao Sun ◽

Zehua Guo ◽

Gang Wang ◽

Julong Lan ◽

Yuxiang Hu

Keyword(s):

Reinforcement Learning ◽

Load Balancing ◽

Software Defined Networks ◽

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Power-Aware Traffic Engineering via Deep Reinforcement Learning

IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) ◽

10.1109/infcomw.2019.8845070 ◽

2019 ◽

Author(s):

Tian Pan ◽

Xiaoyu Peng ◽

Zizheng Bian ◽

Xingchen Lin ◽

Enge Song ◽

...

Keyword(s):

Reinforcement Learning ◽

Traffic Engineering

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