Joint Data Offloading and Resource Allocation for Multi-Cloud Heterogeneous Mobile Edge Computing Using Multi-Agent Reinforcement Learning

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Boya Di ◽  
Zijie Zheng ◽  
Jinlong Lin ◽  
Lingyang Song
Keyword(s):  
Resource Allocation ◽  
Reinforcement Learning ◽  
Edge Computing ◽  
Mobile Edge Computing ◽  
Data Offloading ◽  
Multi Agent ◽  
Multi Cloud

Advanced Deep Learning for Resource Allocation and Security Aware Data Offloading in Industrial Mobile Edge Computing

Big Data ◽  
2021 ◽  
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Ibrahim A. Elgendy ◽  
Ammar Muthanna ◽  
Mohammad Hammoudeh ◽  
Hadil Shaiba ◽  
Devrim Unal ◽  
...  
Keyword(s):  
Resource Allocation ◽  
Deep Learning ◽  
Edge Computing ◽  
Mobile Edge Computing ◽  
Data Offloading

Enhanced resource allocation in mobile edge computing using reinforcement learning based MOACO algorithm for IIOT

2020 ◽  
Vol 151 ◽  
pp. 355-364 ◽  
Author(s):  
S. Vimal ◽  
Manju Khari ◽  
Nilanjan Dey ◽  
Rubén González Crespo ◽  
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Keyword(s):  
Resource Allocation ◽  
Reinforcement Learning ◽  
Edge Computing ◽  
Mobile Edge Computing

scholarly journals Optimization of Task Offloading Strategy for Mobile Edge Computing Based on Multi-Agent Deep Reinforcement Learning

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 202573-202584
Author(s):  
Haifeng Lu ◽  
Chunhua Gu ◽  
Fei Luo ◽  
Weichao Ding ◽  
Shuai Zheng ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Edge Computing ◽  
Mobile Edge Computing ◽  
Multi Agent ◽  
Task Offloading

scholarly journals Task Offloading and Resource Allocation for Mobile Edge Computing by Deep Reinforcement Learning Based on SARSA

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 54074-54084 ◽  
Author(s):  
Taha Alfakih ◽  
Mohammad Mehedi Hassan ◽  
Abdu Gumaei ◽  
Claudio Savaglio ◽  
Giancarlo Fortino
Keyword(s):  
Resource Allocation ◽  
Reinforcement Learning ◽  
Edge Computing ◽  
Mobile Edge Computing ◽  
Task Offloading
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