What engine? I'll hazard a guess at a tdi ...
The plugs on a diesel do nothing after the initial start-up.
First thing I'd check the air supply, all pipes, filter etc including the intercooler. Check for oil deposits and de-lamination of the internal tubing layers.
How long you had it? If it's a tdi has the injection pump been tweaked?