Why would my modem start blinking like a Christmas tree and boot me off spontaneously at certain times during the day? It's brand new.

mine went out for 6 to 12 hours once , the technician found a broken wire inside my phone jack box on the wall , also there might be a small reset button underneath the modem or router you could try that but you'll have to wait a few minutes for it to reactivate