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.

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Publication Details

Published
2024-12-20
DOI
https://doi.org/10.1109/iucc65928.2024.00058
Primary Topic
Advanced Computational Techniques and Applications
Type
article
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article

Innovative Architecture and Key Technology of Database for Multiple Scenarios

Siyuan Liu, Chunyu Jiang, Pengwei Ma
Advanced Computational Techniques and Applications
article

Innovative Architecture and Key Technology of Database for Multiple Scenarios

Siyuan Liu, Chunyu Jiang, Pengwei Ma
article en

Abstract

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.

China Academy of Information and Communications Technology (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 72%
Advanced Computational Techniques and Applications
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Innovative Architecture and Key Technology of Database for Multiple Scenarios — Siyuan Liu, Chunyu Jiang, et al. · (2024) | TGRS Research Map | TGRS