Introduction: Big Data is a hot topic in the information technology sector as it is a collection of data that describes the growth of the company, present both in structured typologies that are unstructured. Since the industry deals with large data, it is also concerned about the security of the data provided by big data security analytics tools. Big Data Security Analytics is a collection of security data sets that are large and complex and becomes difficult to process using traditional database management tools or practical database tools. These analytics tools are primarily used to detect threats in large volumes of data using multiple NoSql analytics provided by SIEMS or security management. Problem Identification: SIEMS or any security management provides interfaces that create a silent load on the systems and make it difficult to sort and get the events that need attention. While interviewing small and medium-sized companies, I came to know that the databases provided by SIEMS cost a lot since the data used in NoSQL is unstructured and multi-layered....