Operations -> SRE -> AIOps For Data Professionals

Thursday 4:10 PM - 4:35 PM

@ Hill Country A

Open Source Databases

25 minutes conference


Automation & AI

Our world is moving fast, and data is piling up. There was a time when DBA managed a few machines, then a few hundred, and now each DBA needs to handle thousands. To enable this, we are going to talk about how we used to monitor, then how SRE has changed the rules. We will also cover why your DBA is still needed even in SRE, but the function is different. Finally, we will break into migrating and enabling SRE functions with Machine Learning or AIOps. This will include a discussion on what AIOps for DB's is not, and how you can get there.

* Classic Database Operations and Deployment
* SRE Concepts for the DBA
* Automation DBA tasks and investigations
* Monitoring of Yesterday
* Automating Alert Handling
* Machine Learning and how it helps SRE
* What not to expect from ML and AIOps
* Talk about Monasca as a good architecture template


David Murphy

David Murphy ()

SRE & Cloud Architect


David is a Principal Architect in SRE, Database and Cloud. Previously he was the Practice Manager for MongoDB at Percona, and before that, he was one of the early members for ObjectRocket the leader in DBaaS for MongoDB specializing in performance. Other previous roles include Database System and Technology Architect as Electronic Arts. As a speaker, he prefers to focus on solutions in the real world to issues, to this point he tries to regularly publish code to help everyone use his solutions or have ideas to inspire their own. Additionally, he is a Mongo Master Alumni and core code contributor to MongoDB, MySQL, and other open source technologies.


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