What I've done is start exactly where I've left off. Say if I ended with the stitch on top and then buried it, I'd come in close with my next thread (bury the knot) and then come out the back to finish it and then continue on.
I don't really know if it matters what end of the thread you knot, but it seems that out of habit I always knot the end I just clipped.