It sounded as though the water was boiling - it cuts out after a short period and needs to be reset.
The danger with all boilers is that they get too hot - pressure builds up and they explode!
To guard against the danger of exploding there's an overheat cut out that turns the boiler off if the circulating pump fails - you might consider looking to your pump.
Good Luck..., January 2017