In view of the invasive web traffic, this paper propose a distributed traffic management framework, in which routers area unit deployed with intelligent rate controllers to tackle the traffic mass. in contrast to different express control protocols that ought to estimate network parameters (e.g., link latency, bottleneck information measure, packet loss rate, or the amount of flows) so as to cipher the allowed supply causing rate, their fuzzy logic-based controller will live the router queue size directly; therefore it avoids varied potential performance issues arising from parameter estimations whereas reducing a lot of consumption of computation and memory resources in routers.