This paper describes the situation in the big data and high concurrent, large-scale trading system Reconciliation subsystem model definitions and a design of reconciliation algorithm, and the design of the algorithms used in engineering practice, get in the actual industrial production better operating performance, its stability, reliability, accuracy, have shown excellent performance in generating industry.