Survey on performance optimization for database systems

S Huang, Y Qin, X Zhang, Y Tu, Z Li, B Cui - Science China Information …, 2023 - Springer
The performance optimization of database systems has been widely studied for years. From
the perspective of the operation and maintenance personnel, it mainly includes three topics …

DB2 advisor: An optimizer smart enough to recommend its own indexes

G Valentin, M Zuliani, DC Zilio… - Proceedings of 16th …, 2000 - ieeexplore.ieee.org
This paper introduces the concept of letting an RDBMS optimizer optimize its own
environment. In our project, we have used the DB2 optimizer to tackle the index selection …

Llm as dba

X Zhou, G Li, Z Liu - arXiv preprint arXiv:2308.05481, 2023 - arxiv.org
Database administrators (DBAs) play a crucial role in managing, maintaining and optimizing
a database system to ensure data availability, performance, and reliability. However, it is …

Magic mirror in my hand, which is the best in the land? an experimental evaluation of index selection algorithms

J Kossmann, S Halfpap, M Jankrift… - Proceedings of the VLDB …, 2020 - dl.acm.org
Indexes are essential for the efficient processing of database workloads. Proposed solutions
for the relevant and challenging index selection problem range from metadata-based simple …

Budget-aware index tuning with reinforcement learning

W Wu, C Wang, T Siddiqui, J Wang… - Proceedings of the …, 2022 - dl.acm.org
Index tuning aims to find the optimal index configuration for an input workload. It is a
resource-intensive task since it requires making multiple expensive" what-if" calls to the …

Self-tuning Database Systems: A Systematic Literature Review of Automatic Database Schema Design and Tuning

M Mozaffari, A Dignös, J Gamper, U Störl - ACM Computing Surveys, 2024 - dl.acm.org
Self-tuning is a feature of autonomic databases that includes the problem of automatic
schema design. It aims at providing an optimized schema that increases the overall …

[PDF][PDF] SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning.

J Kossmann, A Kastius, R Schlosser - EDBT, 2022 - openproceedings.org
Well-chosen secondary indexes are highly relevant for database performance. For complex
workloads, current index selection algorithms are either not fast or not highly competitive …

[图书][B] Physical Database Design: the database professional's guide to exploiting indexes, views, storage, and more

SS Lightstone, TJ Teorey, T Nadeau - 2010 - books.google.com
The rapidly increasing volume of information contained in relational databases places a
strain on databases, performance, and maintainability: DBAs are under greater pressure …

Automatic Database Index Tuning: A Survey

Y Wu, X Zhou, Y Zhang, G Li - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Index tuning plays a crucial role in facilitating the efficiency of data retrieval within database
systems, which adjusts index settings to optimize the database performance. Recently, with …

[PDF][PDF] D-bot: Database diagnosis system using large language models

X Zhou, G Li, Z Sun, Z Liu, W Chen… - arXiv preprint …, 2023 - dbgroup.cs.tsinghua.edu.cn
Database administrators (DBAs) play an important role in managing, maintaining and
optimizing database systems. However, it is hard and tedious for DBAs to manage a large …