At Transloadit we're going to use it for predicting how many machines we'll need to encode incoming video and audio files in near realtime, and then scaling tha

At Transloadit we're going to use it for predicting how many machines we'll need to encode incoming video and audio files in near realtime, and then scaling that capacity up in parallel, as files are still being uploaded or imported. Already half a year in the making, but in our early tests it seems we can outperform the custom algorithms we had in place for this, by a lot.