Cluster Analysis Using Hazard Rate Model Under Cloud Operation with Big Data

Nowadays many users are using several software services depending on cloud computing and big data. Taking into account the reliability of cloud world, this is essential for managers of cloud to find the relationship between HTTP server software, cloud and database so that close relationship can be shown among cloud and database using the network of internet. Moreover, it is also essential to study that HTTP server software act as a main pillar of cloud software. So, a software reliability method is suggested here using a 3D data clustering in the cloud world accompanied by big data. A cluster analysis is done with the help of k- means clustering for the software data fault. Furthermore, reliability analysis is shown through many numerical examples in the environment of cloud computing using big data.