Managing 1 Million+ DBs - How Big Data is Used to Run SQL Azure
PASS Data Community Summit via YouTube
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Overview
Syllabus
Intro
Talk Motivation
Troubleshooting Models
Cloud Troubleshooting Model
Telemetry Scenarios
Disclosures
Telemetry Scaling - Lessons Learned
What Data To Collect?
Building Batch Pipelines
Table Storage
Blob Storage + SQL Database
Example Dashboard/Report System
Cloud Service Fundamentals
Approach 3 - Petabyte Scale Telemetry
Approach 3 - Details/Limitations
(Near Real-Time) Alerting
Using Machine Learning Option 1: Go get R-it is free
Taught by
PASS Data Community Summit