If speed is of ultimate importance and cost not important then just get a taxi?
If not, assuming you're in Glasgow city centre jump on train, get off at haymarket, get tram or bus directly to airport from just outside station.
Note, from 20th March disruption from Glasgow Queen Street:
https://www.scotrail.co.uk/queenstreettunnel
