[jacquesm]

> There was no mention of where exactly these would go.

From the article:

"The system takes search queries coming from Bing and offloads a lot of the work to the FPGAs, which are custom-programmed for the heavy computational work needed to figure out which webpages results should be displayed in which order. "

That looks like they're in the interactive path somewhere.