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Learn about the evolution and challenges of modern monitoring systems in this 20-minute conference talk from OSACon. Discover how Kubernetes has revolutionized application deployment and monitoring practices, particularly in collecting, storing, visualizing, and alerting on time series data. Explore the emergence of next-generation time series databases like VictoriaMetrics and Prometheus, understanding their unique characteristics and why they diverge from traditional SQL databases. Gain insights into the sophistication of Grafana dashboards and delve into the specific challenges and intricacies of time series data analysis in contemporary monitoring environments.
Syllabus
Exploring Data Analysis in Time Series Databases
Taught by
OSACon