identify the sources of event storms and performance anomalies will require automated, real-time root-cause analysis.
I think Enterprise Management Associates said it well:
“The data and metrics collected at instrumentation points across the application ecosystem are essential to performance monitoring and root cause analysis.
However, analytics capable of transforming data and metrics into an application-focused report or dashboards are what separates actual application monitoring from relatively simple silo monitoring.