How can I minimize the awkwardness of forgetting someone's name?

I sometimes forget the names of acquaintances (especially the wives and husbands of acquaintances). This has really been uncomfortable, especially when I’m with friends and introductions are necessary. What’s a graceful way to handle this situation?