What was the 'sweating sickness' in 'Wolf Hall'?

In the first episode of the BBC's adaptation of Wolf Hall, Thomas Cromwell returned home to find his wife and two daughters had all died during the night, victims of a pestilence – the "sweating sickness" – that was scything through the Tudor world.