Fecha de publicación: 01/11/2019 Fuente: Wipo "BigData" The present invention is related to optimization system and method of machine learning based  clustering of serial big data.  The disclosure presents a machine learning based Support vector machine tool for classification, verification and clustering of serial big data in the cloud. The system comprises a plurality of computing device having plurality of multi-core processors to processes the large data as a parallel processing with a classification  and cluster function of the machine learning module.