In order to improve the failure recovery rate, analyzes the work principle of Bigtable, and compares several checkpoint algorithms, master of Bigtable records the states of key data structure by setting checkpoints, and saves the data into GFS. Using checkpoints, master can restart quickly, the method can increase failure recovery rate effectively.