Abstract: Main-stream approaches used in traffics analysis and prediction for large-scale carrier-grade IP network were briefly introduced. Based on experiences in traffics engineering and network planning, a causation based loop-back prediction model was proposed which could reflect the factors of user behaviors, traffics distribution and economics level. Moreover, it can not only evaluate long-term tendency for traffics in backbone network, but also provide an important design tool for the carrier’s intelligent infrastructure.