Hi,
with "solid" ground plane I meant solid ground plane. No components, no traces, just GND.
So definitely not at components side. At least not if you are not an experienced HF PCB layouter.
If you are experienced and know about: signal flow, return paths, enclosed (antenna) area, impedances ... then you can use the components side GND - even if cut into pieces.
If you want to be on the safe side: Use the opposite side for GND...and individual vias for every GND connection to the component side.
If you are in doubt: Show your PCB layout, we will comment it.
Klaus