Join us virtually on Tuesday, August 13th for "OpenTelemetry, Databases, and Machine Learning - Troubleshoot like a Pro" with Adam Furmanek.
We don’t need to run the query to see how it’s going to perform. We can ask the database to tell us exactly what it’s going to do. We can capture these details with OpenTelemetry and combine them with signals from our HTTP layer, ORM library, and database driver. Finally, we can analyze these with machine learning algorithms, to automatically troubleshoot issues, identify improvements, and submit corrections.
In this talk, we are going to see how to use OpenTelemetry with modern databases to reason about the performance and correctness of our applications. We are going to use expert knowledge supported by AI to fix problems automatically. All of that for free with modern tooling.
Content:
- How databases execute the queries
- What is OpenTelemetry and how it can extract signals from all layers of the application
- What issues can we identify before even deploying to the staging
environment
- How to use expert knowledge and AI to provide automated insights
Learning points:
- Database execution plans
- Internals of databases
- OpenTelemetry and practical applications
- Machine learning for reasoning about the performance
Schedule:
12:00 PM Announcements, speaker introduction, presentation, Q&A.
1:15 PM Closing announcements, wrap up.
1:30 PM Event ends.
The link and detailed joining instructions, including the dial-in numbers for phone access, will be sent by email the day prior to the event, and posted on Meetup for those who have RSVPed "Yes".
General information about using GoToMeeting for this event can be found at:
https://bit.ly/GTMSFBayPUG