Dogs come in all shapes and sizes, but as any puppy aficionado knows, they are always cute—no matter how big or small—even when a dog tall enough to drink from the kitchen sink thinks he's a lapdog.

Whether gentle giants, vigilant herding dogs, or swift greyhounds–they share a crucial commonality: They belong to the largest dog breeds in the world. Their history is closely tied to human needs, ...