Use of federated ekf architecture on px4

Recently I have been searching on different EKF architectures. As I know the current EKF architecture on PX4 is based on using independent kalman filters applied one after another. What is advantage/disadvantage of using federated structure that consists of local filters for each external sensor and one global filter that weights them?