Deep Reinforcement Learning-Based Cloud Resource Allocation for Cost-Effective Over-the-Top Services

Author:

Lee Yeseul,Jang Hyerim,Oh Soobeen,Lee Yeonsu,Yoon Yongik,Um Tai-Won

Funder

Ministry of Science and ICT

National Research Foundation of Korea

Institute of Information and Communications Technology Planning and Evaluation

Publisher

Digital Contents Society

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference25 articles.

1. H. C. Yang, “Contents Industry Trend of USA,” Korea Creative Content Agency, Vol. 21, November 2019.

2. AWS Cloud based Failover Load Balancing Mechanism and Availability Assessment

3. On construction of a cloud storage system with heterogeneous software-defined storage technologies

4. Cloud spot instance price prediction using kNN regression

5. M. S. Park, Y. S. Lee, S. B. Oh, M. K. Jo, H. R. Jang, Y. I. Yoon and T. W. Um, “A Study on Cloud Resource Allocation for Efficient Online Video Service Based on Reinforcement Learning,” Proceedings of The 12th International Conference on Computer Science and its Applications(CSA 2020), pp. 14-16, December 2020.

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3. Prediction of Content Success and Cloud-Resource Management in Internet-of-Media-Things Environments;Electronics;2022-04-18

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