Hotel advice!

Hey ladies, my wedding is at The Bourne Mansion and I am looking to book hotel rooms for guests and the bridal party in the area. FH and I live in NJ and don't know the Oakdale/Islip area well. Could some of you please suggest some really nice hotels and specifically any you know of that have a large bridal suite? Also, how far in advance should we reserve rooms?
THANKS!!