Clustering Algorithm for Files and Data in Cloud

The gradual advancement of technologies like cloud computing, there is enough necessity to improve computing techniques. Speed and security is a problem even in this environment. In order to achieve security, the files and data in any cloud environment need to be anonymized. Clustering has been used for long as a technique to achieve this. The cloud environment is supposed to have uncertainty and the data may be heterogeneous. So, a robust algorithm is necessary in this direction. In this paper we propose an algorithm, which we call as AMMR (Advanced Min-Min Roughness) algorithm by extending the MMR algorithm developed by Tripathy. This algorithm has the characteristics like being stable, handling uncertainty and categorical data