The nearest Car Park to the store is at Grand Arcade. A better option to driving into the city is to make use of one of Cambridge's many Park and Ride points, and let the bus take the strain.
The simplest way to get to Cambridge is probably by rail, with services running regularly night and day. Cambridge train station is a short bus or taxi journey from the city centre.
The store is a 2 minute walk from the central bus stop.