Alibaba Cloud Native

Nov 3, 2021 · Operations

Unlocking Smart Anomaly Detection in Alibaba Cloud Prometheus

This article explains the fundamentals of time‑series anomaly detection, the limitations of static threshold rules in open‑source Prometheus, and how Alibaba Cloud Prometheus introduces template‑based and smart detection operators to handle spikes, periodic patterns, and data quality issues in AIOps scenarios.