Series connection is better. Series Connection can assure the same currency obtained by LEDs, which improves the lamp's stability/life-span according to the unique features of LEDs and the other diodes. Parallel connection will only apply the same voltage to LEDs, resulting in different currency to LEDs, which is not good for LEDs/LED lamps.