It depends on what you mean by "one side".
The side opposite the fan/heat sync?
The side that has the connectors out to the monitor?
The opposide side of the connectors?
Please give more detail in your question.
On my computer it's the side facing up opposite the fan side of course. Which side do most nuts put stiffeners on? The side that all the components tails are showing up?