Intelligent Secure Storage Mechanism for Big Data

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 d...

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Bibliographic Details
Published in:Webology 2021, Vol.18 (Special Issue 01), p.246-261
Main Authors: Babu, K.R. Remesh, Madhu, K.P.
Format: Article
Language:English
Subjects:
Algorithms
Big Data
Cloud computing
Data processing
Database design
Infrastructure
Machine learning
Power
Quality of service
Workloads
Online Access:Get full text
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Summary: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.
ISSN:1735-188X
1735-188X
DOI:10.14704/WEB/V18SI01/WEB18057