Intelligent Resource Management at the Edge for Ubiquitous IoT: An SDN-Based Federated Learning Approach

IEEE Network ◽  
2021 ◽  
Vol 35 (5) ◽  
pp. 114-121
Author(s):  
Venkatraman Balasubramanian ◽  
Moayad Aloqaily ◽  
Martin Reisslein ◽  
Anna Scaglione
Keyword(s):  
Resource Management ◽  
Learning Approach

Resource Management at the Network Edge: A Deep Reinforcement Learning Approach

IEEE Network ◽  
2019 ◽  
Vol 33 (3) ◽  
pp. 26-33 ◽  
Author(s):  
Deze Zeng ◽  
Lin Gu ◽  
Shengli Pan ◽  
Jingjing Cai ◽  
Song Guo
Keyword(s):  
Reinforcement Learning ◽  
Resource Management ◽  
Learning Approach

scholarly journals Joint Resource Management for MC-NOMA: A Deep Reinforcement Learning Approach

2021 ◽  
pp. 1-1
Author(s):  
Shaoyang Wang ◽  
Tiejun Lv ◽  
Wei Ni ◽  
Norman C. Beaulieu ◽  
Y. Jay Guo
Keyword(s):  
Reinforcement Learning ◽  
Resource Management ◽  
Learning Approach
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