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Monitoring and Maintenance of Datasets Integrity of a Cloud Database instance using Machine Learning

Das, Samuel (2019) Monitoring and Maintenance of Datasets Integrity of a Cloud Database instance using Machine Learning. Masters thesis, Dublin, National College of Ireland.

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Abstract

The database systems associated with the cloud computing platform is experiencing exponential growth rate at the cost of increasing data redundancy and data integrity issues. Various data mining tools can operate on these issues for huge datasets for learning of various issues and later other systems can act upon the learnings and stabilise the datasets. In this research study a novel approach is used to help maintain the dataset integrity based on using standard data mining algorithms. So, an automation of monitoring and maintenance of datasets on large scale distributed cloud-based database systems.

Item Type: Thesis (Masters)
Subjects: Q Science > QA Mathematics > Electronic computers. Computer science
T Technology > T Technology (General) > Information Technology > Electronic computers. Computer science

Q Science > QA Mathematics > Computer software
T Technology > T Technology (General) > Information Technology > Computer software

T Technology > T Technology (General) > Information Technology > Cloud computing
Divisions: School of Computing > Master of Science in Cloud Computing
Depositing User: Dan English
Date Deposited: 03 Jun 2020 18:01
Last Modified: 03 Jun 2020 18:01
URI: http://trap.ncirl.ie/id/eprint/4238

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