COCAM: a cooperative video edge caching and multicasting approach based on multi-agent deep reinforcement learning in multi-clouds environment

COCAM: a cooperative video edge caching and multicasting approach based on multi-agent deep reinforcement learning in multi-clouds environment

Abstract The evolution of the Internet of Things technology (IoT) has boosted the drastic increase in network traffic demand. Caching and multicasting in the multi-clouds scenario are effective approaches to alleviate the backhaul burden of networks and reduce service latency. However, existing work...

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Bibliographic Details
Main Authors: Ruohan Shi, Qilin Fan, Shu Fu, Xu Zhang, Xiuhua Li, Meng Chen
Format: Article
Language:English
Published: SpringerOpen 2023-08-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Multi-clouds
Edge caching
Multicasting
Deep reinforcement learning
Online Access:https://doi.org/10.1186/s13677-023-00510-x

Internet

https://doi.org/10.1186/s13677-023-00510-x

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