Sustain: Increases the sustain of the notes, meaning they will ring out for longer.
Pickups: This knob selects which pickup is being used, or a combination of both. On a Les Paul, there are typically two humbucker pickups, one in the bridge position and one in the neck position.
Tone: This knob controls the tone of the guitar, from bright and treble-y to dark and bass-y.