How to achieve efficient analysis of real-time behavior data to match products with customers was still a problem. As Mengxiang Group's businesses grew, they started to need a scalable high-performance database to deal with the traffic bursts during promotions. The high-cost, multi-copy Hadoop architecture they had had needed to be improved to relieve O&M pressure from large data volumes. They needed open APIs for independent and flexible development.