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In windows there is perfmon to monitor various performances aspects (called counters) of the system.
Is there a perfmon-like for Linux?
especially, in interested in…
…Is it possible to store this information in files for future analysis?
The program ‘top’ does most of this. It does not handle network traffic though.
Edit:
If you need to log this information for post processing/analysis you can use the standard package ‘sar’ to do this. It supports MANY different performance numbers including: disk, cpu, memory, network, etc.
sar manpage