2006 CLS 350 compressor noise under bonnet

[cls350]

Hi everyone, new to the forum.

Just bought a 2006 CLS350 but have a strange noise from under the bonnet when I pump the break pedal. Sounds like an air compressor charging itself. Any ideas? No issues with the breaks so far. Noise only lasts few seconds and is intermittent.

Thanks
C