baiwfg2 / awesome-readings

记录看各种文章、论文的心得
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misc #18

Open baiwfg2 opened 3 years ago

baiwfg2 commented 3 years ago

回顾2019数据库学术发展

Database Internal 作者 https://www.datastax.com/blog/database-research-2019-year-review

Automatically Indexing Millions of Databases in Microsoft Azure SQL Database 自动地分析 access patterns, workloads

自动调优

Self-Driving Database Management Systems Query-based Workload Forecasting for Self-Driving Database Management Systems

Database-Agnostic Workload Management 使用线下ETL 来创建一个workload summary,以此来推荐最佳索引

The Case for Learned Index Structures

SageDB: A Learned Database System 构建描述数据分布、workload分布的模型,用以挑选最佳数据结构、算法、查询优化、调度策略等

作者总结 :