This is a great question.  I also struggle a bit with this.  Currently I
use a combination of top, iotop, iftop and SAR to get an idea of a
system's workload but I'm thinking that there might be some better tools
that I am not aware of.  I would love to hear from some members of the
community on tools/tips/strategies for this.

On Thu, 2011-04-21 at 06:55 -0700, Doug Weimer wrote: 
> Many comments in the 'amount of swap' thread mentioned the importance of
> understanding a system's workload. This is something that I often
> struggle with. What tools and techniques do you use to better understand
> the expected workload for a system? Tools like top, iostat, and vmstat
> give a picture of a systems current state. How do you take the next step
> to understand why the system is in it's current state and what
> changes/upgrades would alleviate the problem?
> 
> Doug
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