A Distributed Reinforcement Learning Approach to In-network Congestion Control

2020 IEEE/CIC International Conference on Communications in China (ICCC) ◽

10.1109/iccc49849.2020.9238802 ◽

2020 ◽

Author(s):

Tianle Mai ◽

Haipeng Yao ◽

Xing Zhang ◽

Zehui Xiong ◽

Dusit Niyato

Keyword(s):

Reinforcement Learning ◽

Congestion Control ◽

Learning Approach ◽

Network Congestion ◽

Network Congestion Control ◽

Distributed Reinforcement

Download Full-text

Network congestion control algorithm based on Actor-Critic reinforcement learning model

10.1063/1.5033831 ◽

2018 ◽

Author(s):

Tao Xu ◽

Lina Gong ◽

Wei Zhang ◽

Xuhong Li ◽

Xia Wang ◽

...

Keyword(s):

Reinforcement Learning ◽

Congestion Control ◽

Control Algorithm ◽

Learning Model ◽

Network Congestion ◽

Congestion Control Algorithm ◽

Network Congestion Control ◽

Reinforcement Learning Model

Download Full-text

A distributed reinforcement learning approach for energy and congestion-aware edge networks

Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies ◽

10.1145/3386367.3431670 ◽

2020 ◽

Author(s):

Alessio Sacco ◽

Flavio Esposito ◽

Guido Marchetto

Keyword(s):

Reinforcement Learning ◽

Learning Approach ◽

Distributed Reinforcement ◽

Edge Networks ◽

Congestion Aware

Download Full-text

Network congestion control and reliability optimization with multiple time delays from the perspective of information security

2020 International Conference on Advance in Ambient Computing and Intelligence (ICAACI) ◽

10.1109/icaaci50733.2020.00008 ◽

2020 ◽

Author(s):

Yang Xudong

Keyword(s):

Information Security ◽

Congestion Control ◽

Time Delays ◽

Multiple Time ◽

Reliability Optimization ◽

Network Congestion ◽

Multiple Time Delays ◽

Network Congestion Control

Download Full-text

Using congestion graphs to analyze the stability of network congestion control

2009 International Conference on Networking, Sensing and Control ◽

10.1109/icnsc.2009.4919338 ◽

2009 ◽

Author(s):

Damian Hobson-Garcia ◽

Tomohisa Hayakawa

Keyword(s):

Congestion Control ◽

Network Congestion ◽

Network Congestion Control ◽

Download Full-text

A fair Intelligent Network congestion control strategy based on revenue optimisation

Lecture Notes in Computer Science - Intelligence in Services and Networks: Technology for Ubiquitous Telecom Services ◽

10.1007/bfb0056951 ◽

1998 ◽

pp. 43-58

Author(s):

Fiona Lodge ◽

Dmitri Botvich ◽

Thomas Curran

Keyword(s):

Congestion Control ◽

Control Strategy ◽

Network Congestion ◽

Intelligent Network ◽

Network Congestion Control

Download Full-text

Optimization of Resource Allocation in Multi-Cell OFDM Systems: A Distributed Reinforcement Learning Approach

2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications ◽

10.1109/pimrc48278.2020.9217276 ◽

2020 ◽

Author(s):

Yuntao Hu ◽

Ming Chen ◽

Zhaohui Yang ◽

Mingzhe Chen ◽

Guangyu Jia

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Learning Approach ◽

Ofdm Systems ◽

Distributed Reinforcement

Download Full-text

Packet Routing Against Network Congestion: A Deep Multi-agent Reinforcement Learning Approach

2020 International Conference on Computing, Networking and Communications (ICNC) ◽

10.1109/icnc47757.2020.9049759 ◽

2020 ◽

Author(s):

Ruijin Ding ◽

Yuwen Yang ◽

Jun Liu ◽

Hongyan Li ◽

Feifei Gao

Keyword(s):

Reinforcement Learning ◽

Learning Approach ◽

Packet Routing ◽

Network Congestion ◽

Download Full-text

Multidimensional benchmarking of the active queue management methods of network congestion control based on extension of fuzzy decision by opinion score method

International Journal of Intelligent Systems ◽

10.1002/int.22322 ◽

2020 ◽

Author(s):

Osamah Shihab Albahri ◽

Aws Alaa Zaidan ◽

Mahmood M. Salih ◽

Bilal Bahaa Zaidan ◽

Maimuna A. Khatari ◽

...

Keyword(s):

Congestion Control ◽

Active Queue Management ◽

Queue Management ◽

Network Congestion ◽

Fuzzy Decision ◽

Opinion Score ◽

Network Congestion Control ◽

Download Full-text

FLRED: an efficient fuzzy logic based network congestion control method

Neural Computing and Applications ◽

10.1007/s00521-016-2730-9 ◽

2016 ◽

Vol 30 (3) ◽

pp. 925-935 ◽

Author(s):

Mosleh M. Abualhaj ◽

Ahmad Adel Abu-Shareha ◽

Mayy M. Al-Tahrawi

Keyword(s):

Fuzzy Logic ◽

Congestion Control ◽

Control Method ◽

Network Congestion ◽

Network Congestion Control

Download Full-text

Fractional Order Proportional Integral (FOPI) controller design for network congestion control

2011 IEEE International Conference on Computer Science and Automation Engineering ◽

10.1109/csae.2011.5952517 ◽

2011 ◽

Author(s):

Hu Wenkui ◽

Qian Yanping ◽

Lin Xiangze ◽

Wang Bing

Keyword(s):

Congestion Control ◽

Fractional Order ◽

Controller Design ◽

Network Congestion ◽

Proportional Integral ◽

Network Congestion Control ◽

Fopi Controller

Download Full-text