Ad placement – In its own column or content wrapped around it?

I'm having to deal with placing ads on a website I'm working on for a client.

Is it best practice to always have a dedicated column for the ads and potentially blank space below the ads as you scroll or can/should you for any reason wrap the content around the ad space?