The US Geological Survey says the earthquake's epicentre was 83.4km southeast of Inarajan Village, a community of about 2,300 people.
The earthquake had a depth of 10km.
North Korea threatened recently to launch ballistic missiles into waters near Guam. However, leader Kim Jong Un said later that he would watch Washington's conduct before executing the plan.
