Edubuntu, being a GNU/Linux based operating system, makes efficient use of memory. The usual formula that's used for adding memory to a thin client server is:
256 + (128 * users) MB
So, if your target is to have a server with 20 terminals, you'll need:
256 + (128 * 20) = 256 + 2560 = 2816 MB
Rounding up, you'll need 3 1 Gig simms. Making sure you've got enough memory is the single most important thing you can do to help the performance of an Edubuntu/LTSP thin client server. If you do not have enough memory in your server, you'll find your server will have to use the hard drive as an overflow "virtual" memory. Hard drives are much slower than memory, so you'll find things getting very slow if this happens.
If you intend to make heavy use of graphics work in your curriculum, you may want to add even more, perhaps doubling the previous estimate.
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