“…Many approaches focus on implementing adaptive mechanisms on DiffServ framework to improve QoS on different aspects, especially on end-to-end QoS assurance earlier [1]- [3] and bandwidth fairness or delay guarantee later [4]- [7]. But these adaptive mechanisms, often running in some control theory based feedback models, are far from overall solutions due to network dynamics.…”