Explore the challenges and solutions for troubleshooting real-time business metrics in this conference talk from Conf42 IoT 2023. Delve into the world of anomaly detection and learn about StarTree ThirdEye, an open-source platform designed to automate the process. Discover various anomaly scenarios in business metrics and witness a comprehensive demo of the tool. Gain insights into data modeling for real-time analysis, vertical integration advantages, flexible DAG workflows, and cloud-ready features with Kubernetes support. Understand the importance of API-first approach and notifications in metric troubleshooting. By the end of this 31-minute presentation, grasp the capabilities of StarTree ThirdEye Community Edition and its potential to revolutionize your approach to monitoring and analyzing business metrics.
Troubleshooting Metrics with StarTree ThirdEye - Anomaly Detection for Real-Time Business Metrics
Overview
Syllabus
intro
preamble
agenda
challenges with troubleshooting real-time business metrics
what is the solution? anomaly detection!
what it takes to automate anomaly detection?
what are the different anomaly scenatios in business metrics?
startree thirdeye
demo
data modeling for real-time analysis
startree advantage: vertical integration
flexible dag workflows
notifications
api first
cloud ready with k8s
startree thirdeye community edition
thank you!
Taught by
Conf42
