database evolution

DaTaobao Tech

Sep 20, 2024 · Databases

Database Technology Evolution: From Hierarchical to Vector Databases

The article chronicles the evolution of database technology from early hierarchical and network models through relational, column‑store, document, key‑value, graph, time‑series, HTAP, and finally vector databases, detailing each system’s architecture, strengths, limitations, typical uses, and future trends toward specialization, distributed cloud‑native designs, and AI‑driven applications.

HBaseHTAPInfluxDB

0 likes · 52 min read

Database Technology Evolution: From Hierarchical to Vector Databases

Baidu Geek Talk

Apr 3, 2024 · Databases

Cloud-Native Database: Market Trends, Technical Evolution and Accessibility

Cloud-native databases, now backed by major providers and projected to power 95 % of digital business by 2025, are rapidly evolving from traditional systems to flexible, Kubernetes-compatible, MySQL/PostgreSQL-compatible, HTAP-enabled, serverless platforms—exemplified by Baidu’s GaiaDB with advanced consensus, low-latency networking, columnar storage, AI-driven operations—while enterprises balance adoption benefits against deployment, maturity, and sustainability concerns.

AI4DBGaiaDBHTAP

0 likes · 15 min read

Cloud-Native Database: Market Trends, Technical Evolution and Accessibility

Tencent Cloud Developer

May 11, 2021 · Databases

Database Technology Development and Future Directions: From Commercial Databases to Cloud-Native Era

The article traces database technology from the commercial Oracle era through open‑source and the emerging cloud‑native phase, highlights cloud as the primary battleground and the importance of the to‑B market, reviews historic academic contributions, examines Oracle and China’s TDSQL evolution, and outlines five future directions—distributed, intelligent, multi‑model, hardware‑software integration, and cloud convergence—while urging DBAs to adapt their full‑stack skills.

Cloud DatabaseDistributed DatabaseOracle

0 likes · 21 min read

Database Technology Development and Future Directions: From Commercial Databases to Cloud-Native Era

Tencent Cloud Developer

Aug 29, 2019 · Databases

Evolution of Databases from 1G to 5G: From Relational to NewSQL and Future Trends

The article traces how each mobile generation—from 1G’s early relational databases to 2G’s open‑source RDBMS, 3G’s scalable NoSQL, 4G’s NewSQL hybrids, and the emerging 5G era demanding ultra‑low latency, cloud‑native, AI‑driven real‑time analytics—shapes database architecture and future trends.

5GNewSQLNoSQL

0 likes · 18 min read

Evolution of Databases from 1G to 5G: From Relational to NewSQL and Future Trends