While I haven't done any real testing... it seems to me blogging platforms that output html pages would be the ones adding the least amount of drain on system resources.
Thingamablog is a popular desktop platform that does that.
Moveable Type would be another one
I've played around with both and if simple, fast and basic is what your looking for then I'd go with Thingamablog