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It may be possible. All you need is a hard drive accessible from all computers.

The users data and worksheets are stored in some directory (which is $HOME/.sage/sage_notebook.sagenb by default). You can change this behavior within the function notebook (the name of the option is directory). Depending wether all servers are launched with a different user (with a different UID) you have to be careful with read/write permission within your directory.

Good luck !