An expansive number of cloud administrations oblige clients to impart private information like electronic wellbeing records for information examination or mining, bringing security concerns. Anonymizing information sets through speculation to fulfill certain security prerequisites, for example, k anonymization are a generally utilized classification of protection protecting procedures. At present, the size of information in numerous cloud applications increments immensely as per the big data pattern, consequently making it a test for generally utilized programming devices to catch, oversee and process such huge scale information inside an average glided by time.