Ming Xie is a Research Staff Member and manager of BAO(Business Analytics and Optimization) and Industry Solutions at IBM Research – China. He received B.S. and Ph.D. degrees from Tsinghua University, China. His research includes statistics, data mining, optimization, simulation and their applications in cross industries of Banking, Energy&Utilities, Retail, etc.