Huge amount of virtual memory and system slows to a crawl

I have a mac mini with 5 GB of memory running os x mavericks and server 3, prior to the mavericks upgrade, it ran fine.Now it is showing an excessive amount of virtual memory in use, 40-70 gb, and the system slows to a near stop: e.g. switching apps takes over 30 seconds, starting one takes well over a minute, pressing command tab doesn't respond with list of apps and the display doesn't always wake up.  A hard reboot (hold down power button to turn off, then back on) seems to be the only thing that works to get out of this. I tried scheduling a shutdown and reboot with energy saver but that just resulted in a completely non-responsive system.  When the display does wake up, there's nothing in the activity monitor memory display that indicates a high memory usage.
I'm considering wiping out the hard drive and reinstalling unless somebody has some other ideas.
Does anybody have similar problems with mavericks and server 3?

I managed to look at it before the system hung up and it looks like devicemgrd is the top user of memory.  Of course, I don't know if this is indicative of a problem as I have only 1 server.   I saw it up to 1.4 GB just a little bit ago and now it is down below 800MB and dropping.

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