Today, huge amount of data available on the web in the form of unstructured, semi-structured and unstructured data. With the use of ontology we can make structured data and use of knowledge mining. As, the knowledge mining is used in many fields of study such as in science and medicine, finance, manufacturing and commerce. In this paper we are trying to discuss some issues of knowledge mining with the help of ontology and its use in cloud computing.