Research on Big Data efficient hybrid cloud storage model and algorithm based on 5G network
Due to the large demand for big data storage capacity, the storage intensity index is not calculated in the current big data cloud storage process, resulting in a high storage space usage. This paper proposes a big data efficient hybrid cloud storage model and algorithm under 5G network. The model is based on the 5G network performance framework and consists of three parts: users, private cloud and public cloud storage service providers. The purpose of efficient hybrid cloud storage of big data is achieved by using consistent hash algorithm. The simulation results show that the above algorithm occupies less storage memory space, the device load variance is smaller, the overall system load is more stable and balanced, and the average response is fast, which provides a favorable basis for the efficient hybrid cloud storage algorithm of big data.
Authors
- Lei Lei (ORCID: https://orcid.org/0000-0002-9144-0559)
- Yangxia Shu
Publication Details
- Journal
- Journal of Intelligent Systems and Internet of Things
- Published
- 2024-10-24
- DOI
- https://doi.org/10.54216/jisiot.140209
- Primary Topic
- Advanced Technology in Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00