Building a Real‑Time Service Monitoring Framework with Flink at NetEase Cloud
This article explains how NetEase Cloud Communication designed and implemented a Flink‑based streaming aggregation framework that processes massive heartbeat logs in real time, handles data skew with two‑stage aggregation, and outputs metrics to Kafka and InfluxDB for monitoring and alerting.
