Improving Clustering Algorithm Based On K In Big Data

Big data processing and management is taken into consideration in recent years, frameworks and special tools have been introduced for this purpose and data analyzing is studied as massive data management. Different operations carried out on data management that group of such operation are as preprocessing which is performed on data to prepare data for basic operations. In this study, we check out main clustering algorithms in big data and due to studies on this algorithm, some ways suggested that consider main parameters which improve the big data clustering. At last, we evaluated the suggested method on Persian dataset and also described to make ready this dataset.

Keywords:

Clustering , Big data , big data management , K-Means-Bisecting , K-Means