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Native Distributed Databases: Problems, Challenges and Opportunities

delete2024-11-08
delete0
PRE
AI
Q
Quanqing Xu
C
Chuanhui Yang *
周
周傲英 (Aoying Zhou)
DOI：10.14778/3685800.3685839delete
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摘要

摘要

En 中文
原生分布式数据库对于可扩展应用至关重要，提供事务处理与分析能力，但面临数据复杂性和网络挑战。在CAP定理的约束下，延迟和复制问题要求在维护、安全性和升级方面采取创新方法。一致性算法、网络技术、自动化以及用于优化的机器学习方面的进展展现出巨大潜力。通过采用混合事务/分析处理（HTAP），这些数据库代表了数据管理领域的一次演进式飞跃，旨在平衡性能与分布式环境固有的复杂性。本文以OceanBase为例进行案例分析，其卓越的TPC-C和TPC-H基准测试性能印证了OceanBase作为顶级分布式数据库的地位。我们还探讨了原生分布式数据库的潜在机遇。
Keyword:
OCEANBASE
MACHINE

期刊

P
Proceedings of the VLDB Endowment
IF:
3.3
论文数:
563
被引数:
1.2W

机构

A
Ant Grp
学者数:
45
论文数: 14
被引数: 2
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