Volume 18, Special Issue on Artificial Intelligence in Cloud Computing, 2021
Intelligent Secure Storage Mechanism for Big Data
K.R. Remesh Babu and K.P. Madhu
Abstract
The management of big data became more important due to the wide spread adoption of internet of things in various fields. The developments in technology, science, human habits, etc., generates massive amount of data, so it is increasingly important to store and protect these data from attacks. Big data analytics is now a hot topic. The data storage facility provided by the cloud computing enabled business organizations to overcome the burden of huge data storage and maintenance. Also, several distributed cloud applications supports them to analyze this data for taking appropriate decisions. The dynamic growth of data and data intensive applications demands an efficient intelligent storage mechanism for big data. The proposed system analyzes IP packets for vulnerabilities and classifies data nodes as reliable and unreliable nodes for the efficient data storage. The proposed Apriori algorithm based method automatically classifies the nodes for intelligent secure storage mechanism for the distributed big data storage.
Pages: 246-261
DOI: 10.14704/WEB/V18SI01/WEB18057
Keywords: Big Data, Cloud, Secure Storage, Intelligent Mechanism, Quality of Service.