Stochastic QoE-Aware Optimization in Cloud-Based Content Delivery Networks

Stochastic QoE-Aware Optimization in Cloud-Based Content Delivery Networks

The problem of cloud resource optimization is examined, while the uncertainty in demand and user feedback is considered. We propose a Markov decision process model for resource assignment in cloud-based content delivery networks. Furthermore, we include a feedback-based probabilistic model for quali...

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Bibliographic Details
Main Authors: Ali A. Haghighi, Shahram Shahbazpanahi, Shahram Shah Heydari
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Cloud networks
dynamic programming
Markov decision process
quality of experience
Online Access:https://ieeexplore.ieee.org/document/8375950/

Internet

https://ieeexplore.ieee.org/document/8375950/

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