This Paper surveys big data with highlighting big data analytics in medicine and healthcare. Big data characteristics: value, volume, variety, veracity, and variability are described.  Dig data analytics in medicine and healthcare covers integration and analysis of large amounts of complex heterogeneous data such ad various -omics data, biomedical data, and electronic health records. We underline the challenging issues about big data open-source distributed data processing software platform are given.