Abstract: It will cause the loss of date if an anomaly occurs during HBase splitting progress. The failure recovery method is put forward in this paper, which takes HBase distributed database as a research platform. The method is based on two-phase commit protocol and referenced to the relational distributed database failure recovery method. The experiment shows that it can effectively improve the high availability of HBase.