In data mining environment, a large amount of data is been produced, that need to be analyzed and several patterns to be extracted to gain knowledge. In the field of big data, many challenges are faced in data mining. So, a proper architecture should be handled to gain knowledge on big data. However, the inter-company indulged in data sharing and unique challenges to a data management system including scalability and security. Data storage can be done in two ways such as scalable and elastic.