Open Internet by MindsNet

Real-time Spark Job Monitoring

The user is struggling to monitor Spark jobs at the job level, leading to difficulties in identifying and resolving performance issues quickly. Current monitoring tools like Spark UI, Prometheus, and Grafana provide cluster-level visibility but do not efficiently tie resource spikes to specific jobs. This results in lengthy manual investigations, causing operational friction and potential production issues.

Computing & Technology, Computer Science, Distributed Systems