POSETTE starts Jun 11th! Save the date
Speaker:
Luigi Nardi
Founder & CEO at DBtune
Luigi Nardi is the founder and CEO of DBtune (www.dbtune.com), a leading company driving advancements in AI, database systems, and cloud computing. Previously an associate professor of machine learning at Lund University and a research staff at Stanford University, Luigi's expertise centers around black-box optimization theory and practice. Luigi's journey includes a post-doctoral position at Imperial College London and a role as a software engineer at Murex S.A.S., following his Ph.D. program in applied mathematics at Université Pierre et Marie Curie in Paris in 2011.
POSETTE 2024 Talk
Autotuning PostgreSQL on Azure Flexible Server
We'll explore the intricate world of PostgreSQL parameter tuning, where the database management system reveals a multitude of configurable parameters that govern its runtime behavior. As the system evolves, the increasing number, the non-linear relationship and the complexity of these parameters highlight the importance of their correct configuration in optimizing application performance and cloud resource utilization.
This talk delves into various tuning approaches. We'll start with the traditional, meticulous method of manual tuning, relying on expert analysis of metrics like query response times and resource usage. We'll then explore heuristic-based tools like PGTune and PostgreSQL Configurator, offering one-size-fits-all solutions. Finally, we'll set our sights on the future: auto-tuning with machine learning. We'll showcase how these more sophisticated methods can be customized to a specific workload and machine resources.
We'll highlight the challenges and the advantages of transforming PostgreSQL into a more self-driving database management system and show a proof-of-concept on auto-tuning PostgreSQL Azure Flexible Server with some preliminary performance results.
Subscribe to notifications to keep up with POSETTE news
Join the conversation
Use the hashtag #PosetteConf
The Postgres team at Microsoft is proud to be the organizer of POSETTE: An Event for Postgres (formerly Citus Con).
Citus Data is now part of 
©2024 Citus Data, a Microsoft Company. All rights reserved.
Postgres, PostgreSQL and the Slonik Logo are trademarks or registered trademarks of the PostgreSQL Community Association of Canada, and used with their permission.