In view of the difficult problem of massive document acquisition, the network document sharing system based on cloud storage is designed and developed. The system uses Hadoop，Lucene and Mahout to achieve the document storage, full-text search and recommendation. The test shows that the network file sharing system can be used to obtain the documents more quickly and efficiently.