Log Analysis

Community discussion thread on job trends, noting rising demand for log analysis skills in cloud-native environments and sharing free resources like tutorials on ELK stack and Splunk.

Discussed a case study where Flink processed event streams from server logs to detect fraud patterns in financial services, including code snippets for windowed aggregations.

Shared a thread on using Elasticsearch for real-time log ingestion and anomaly detection in large-scale systems, highlighting how event streams from application logs can reveal performance bottlenecks.