In FusionReactor, the data you see in the user interface is all stored within the Java Heap Memory.
If the Application Server / JVM is restarted these metrics will be lost.
Historic metrics are stored in the form of log files, these log files will by default rotate on an hourly basis and be stored for 31 days. You can process these logs in the Archive Viewer within FusionReactor.