Proper NoSQL data schema for web photo gallery

Question

I'm looking to build an appropriate data structure for NoSQL storage of a photo gallery. In my web application, a photo can be part of 1 or more albums. I have experience with MySQL, but almost none with key-value storage.

With MySQL, I would have set up (3) tables as follows:

photos (photo_id, title, date_uploaded, filename)
albums (album_id, title, photo_id)
album_photo_map (photo_id, album_id)

And then, to retrieve a list of the 5 latest photos (with album data), a query like this:

SELECT *
FROM albums, photos, album_photo_map
WHERE albums.album_id = album_photo_map.album_id AND
                photos.photo_id = album_photo_map.photo_id
ORDER BY photos.date_uploaded DESC LIMIT 5;

How would I accomplish a similar query using a NoSQL key-value pair database? (Specifically, Amazon's DynamoDB.) What would the storage look like? How would the indexing work?