Innovative Architecture and Key Technology of Database for Multiple Scenarios
This paper summarizes the latest architectural innovations in database technology, focusing on two primary directions: the evolution of architectures tailored for cloud computing and the transformation of architectures for data analysis. Furthermore, the demands of artificial intelligence, big data, and spatio-temporal computing are driving continuous advancements in database technology. There are mainly five directions of technological innovation, including vector databases, multimodal databases, graph technology, fully encrypted databases, and spatio-temporal databases. This article introduces the development characteristics and trends of these five emerging technologies and highlights the hotspots in database technology innovation.
Authors
- Siyuan Liu (ORCID: https://orcid.org/0000-0002-3199-4015)
- Chunyu Jiang (ORCID: https://orcid.org/0000-0002-4741-2286)
- Pengwei Ma
Institutions
- China Academy of Information and Communications Technology (CN)
Publication Details
- Published
- 2024-12-20
- DOI
- https://doi.org/10.1109/iucc65928.2024.00058
- Primary Topic
- Advanced Computational Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00