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Efficient deep-reinforcement learning aware resource allocation in SDN-enabled fog paradigm
Automated Software Engineering
◽
10.1007/s10515-021-00318-6
◽
2022
◽
Vol 29
(1)
◽
Author(s):
Abdullah Lakhan
◽
Mazin Abed Mohammed
◽
Omar Ibrahim Obaid
◽
Chinmay Chakraborty
◽
Karrar Hameed Abdulkareem
◽
...
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
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References
Deep reinforcement learning-based resource allocation and seamless handover in multi-access edge computing based on SDN
Knowledge and Information Systems
◽
10.1007/s10115-021-01590-4
◽
2021
◽
Author(s):
Chunlin Li
◽
Yong Zhang
◽
Youlong Luo
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Edge Computing
◽
Seamless Handover
◽
Multi Access
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ReCARL: Resource Allocation in Cloud RANs with Deep Reinforcement Learning
IEEE Transactions on Mobile Computing
◽
10.1109/tmc.2020.3044282
◽
2020
◽
pp. 1-1
Author(s):
Zhiyuan Xu
◽
Jian Tang
◽
Chengxiang Yin
◽
Yanzhi Wang
◽
Guoliang Xue
◽
...
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
Download Full-text
Deep reinforcement learning for dynamic computation offloading and resource allocation in cache-assisted mobile edge computing systems
Intelligent and Converged Networks
◽
10.23919/icn.2020.0014
◽
2020
◽
Vol 1
(2)
◽
pp. 181-198
Author(s):
Samrat Nath
◽
Jingxian Wu
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Edge Computing
◽
Computation Offloading
◽
Mobile Edge Computing
◽
Computing Systems
◽
Dynamic Computation
Download Full-text
Deep reinforcement learning-based computation offloading and resource allocation in security-aware mobile edge computing
Wireless Networks
◽
10.1007/s11276-021-02643-w
◽
2021
◽
Author(s):
H. C. Ke
◽
H. Wang
◽
H. W. Zhao
◽
W. J. Sun
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Edge Computing
◽
Computation Offloading
◽
Mobile Edge Computing
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Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach
IEEE Transactions on Wireless Communications
◽
10.1109/twc.2021.3065523
◽
2021
◽
pp. 1-1
Author(s):
Waleed Ahsan
◽
Wenqiang Yi
◽
Zhijin Qin
◽
Yuanwei Liu
◽
Arumugam Nallanathan
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Learning Approach
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Deep reinforcement learning based computation offloading and resource allocation for low-latency fog radio access networks
Intelligent and Converged Networks
◽
10.23919/icn.2020.0020
◽
2020
◽
Vol 1
(3)
◽
pp. 243-257
Author(s):
G. M. Shafiqur Rahman
◽
Tian Dang
◽
Manzoor Ahmed
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Access Networks
◽
Computation Offloading
◽
Low Latency
◽
Radio Access Networks
◽
Radio Access
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Collaborative Computation Offloading and Resource Allocation in Multi-UAV Assisted IoT Networks: A Deep Reinforcement Learning Approach
IEEE Internet of Things Journal
◽
10.1109/jiot.2021.3063188
◽
2021
◽
pp. 1-1
Author(s):
Abegaz Mohammed Seid
◽
Gordon Owusu Boateng
◽
Stephen Anokye
◽
Thomas Kwantwi
◽
Guolin Sun
◽
...
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Computation Offloading
◽
Learning Approach
◽
Multi Uav
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Radio Resource Allocation Method for Network Slicing using Deep Reinforcement Learning
2020 International Conference on Information Networking (ICOIN)
◽
10.1109/icoin48656.2020.9016577
◽
2020
◽
Cited By ~ 1
Author(s):
Yu Abiko
◽
Takato Saito
◽
Daizo Ikeda
◽
Ken Ohta
◽
Tadanori Mizuno
◽
...
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Radio Resource Allocation
◽
Radio Resource
◽
Network Slicing
◽
Allocation Method
Download Full-text
Deep Reinforcement Learning for Optimal Resource Allocation in Blockchain-based IoV Secure Systems
2020 16th International Conference on Mobility, Sensing and Networking (MSN)
◽
10.1109/msn50589.2020.00036
◽
2020
◽
Author(s):
Hongzhi Xiao
◽
Chen Qiu
◽
Qinglin Yang
◽
Huakun Huang
◽
Junbo Wang
◽
...
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Optimal Resource Allocation
◽
Secure Systems
◽
Optimal Resource
Download Full-text
Joint resource allocation and power control for D2D communication with deep reinforcement learning in MCC
Physical Communication
◽
10.1016/j.phycom.2020.101262
◽
2021
◽
Vol 45
◽
pp. 101262
Author(s):
Dan Wang
◽
Hao Qin
◽
Bin Song
◽
Ke Xu
◽
Xiaojiang Du
◽
...
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Power Control
◽
D2d Communication
◽
Joint Resource Allocation
Download Full-text
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