VP - Oracle Autonomous Health and Machine Learning
Oracle Corporation
Exachk is a tool for helping with best practices with an Exadata Box. This presentation will go through setup , usage , options and how to use it more effectively to be more proactive in fixing issues with an Exadata environment. There are features like baselines , scheduler for ongoing automation , Collection Manager an Apex based interface which is used to determine the common problems , how to setup this dashboard all for free and in under 30 minutes to be a rockstar Exadata DBA
We are entering a new era in the database with the introduction of the Oracle Autonomous Database. AI and Machine Learning are center stage to most projects and assist in making complex decisions which were not possible before. Most data science projects don’t get beyond the data scientist and rarely operationalize their predictive models. There is new toolsets and methods available every day, which make this an incredibly dynamic space. There are different categories of users who want to use the algorithms, the toolsets but don’t know where to start. Whether you are a data scientist who wants to play with data and build your models or make use of the database features with the built-in models or use the specific AI services within a specific vertical such as Insurance or Healthcare. We will take a glimpse at Oracle’s Machine Learning Zeppelin-based notebooks for Oracle Autonomous Data Warehouse Cloud to how Oracle uses AIOps and Applied Machine learning for its operations and the Oracle AI Platform Cloud Service to provide an all-rounded view of what Oracle is up to in this space
This covers the top 20 questions most DBA’s , Developers will have on the Autonomous Database from provisioning to backups , troubleshooting , tips and tricks , security and HA . This is a good introduction for on-prem DBA’s who want to learn how this works quickly without spending too much time on it . Questions like what does the free tier cover , how do I do backup or if its automated how do I manage it , how to scale up and down , how to use tools like SQLDeveloper and SQLModeler , all in a quick 45 minute session which might take weeks to pickup reading documentation or spanning several presentations
This session will focus on 15 troubleshooting tips and tricks for DBA’s covering tools from the Oracle Autonomous Health Framework (AHF) like Trace file Analyzer (TFA) to collect , organize and analyze log data , Exachk and orachk to perform mass best practices analysis and automation , Cluster Health Advisor to debug node evictions and calibrate the framework , OSWatcher and its analysis engine , oratop for pinpointing performance issues and many others to make one feel like a rockstar DBA
