Главная
Study mode:
on
1
Introduction
2
What is a self-driving database?
3
Does Postgres have what we need for a self-driving database?
4
Workload capture
5
System telemetry
6
What-if API
7
Action APIs
8
So, does Postgres have what we need?
Description:
Explore the concept of self-driving databases and their potential implementation in PostgreSQL through this keynote talk by Andy Pavlo at Citus Con. Delve into the state-of-the-art in autonomous DBMSs, including current possibilities and remaining challenges. Learn about Carnegie Mellon's efforts to create a true self-driving DBMS through the NoisePage and OtterTune projects. Discover how PostgreSQL's existing instrumentation and extension hooks can be leveraged for ML-based planning components. Gain insights into Pavlo's "wish-list" of features for PostgreSQL that could bring self-driving capabilities closer to reality. Explore topics such as workload capture, system telemetry, what-if API, and action APIs in the context of autonomous database systems.

The Building Blocks for Self-Driving PostgreSQL

Microsoft
Add to list
0:00 / 0:00