Ad Placement – In it’s 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...

example...