 By the late 4th century, the Empire had become chronically deficient in raising sufficient troops from amongst its own population.As an alternative, taxation raised internally was increasingly used to subsidise growing numbers of barbarian recruits.The Romans had, for some time, recruited individual non-Roman soldiers into regular military units.