Abstract To ensure the distributed processing of big data volume, we have developed the Hadoop software with the help of the programming interfaces. To identify the failure if any during the application level, we have designed to receive signals. With the help of MapReduce program model, we have developed the Hadoop framework for the processing of unstructured data. This work detailed... To ensure the distributed processing of big data volume, we have developed the Hadoop software with the help of the programming interfaces. To identify the failure if any during the application level, we have designed to receive signals. With the help of MapReduce program model, we have developed the Hadoop framework for the processing of unstructured data. This work detailed the distributed file system for Hadoop file system. Read More Read Less

Abstract Data Analytics is the main issue for efficient data processing. Realizing this value, we in this paper, have discussed the formal methods for data analytics. We are confident of producing a more analytical system using the methods of data analysis.... Data Analytics is the main issue for efficient data processing. Realizing this value, we in this paper, have discussed the formal methods for data analytics. We are confident of producing a more analytical system using the methods of data analysis. Read More Read Less

Abstract There is an increasing tendency to process supply chain data to detect the patterns to improve the functions. We have generated a machine learning system which can be used to analyse the business data volume to judge the size of the trade activities.... There is an increasing tendency to process supply chain data to detect the patterns to improve the functions. We have generated a machine learning system which can be used to analyse the business data volume to judge the size of the trade activities. Read More Read Less