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EXEMPLIFYING THE STRUCTURES AND METHODS FOR DATA MINING IN CLOUD COMPUTING

Journal: International Journal of Advanced Research in Engineering and Technology (IJARET) (Vol.10, No. 3)

Publication Date:

Authors : ;

Page : 309-318

Keywords : Cloud data mining; Clustering; Data mining; cloud computing; Classification technique; Predictive modeling.;

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Abstract

Data mining has been one of the most important facets of market intelligence activities in recent years, as it extracts valuable patterns and forecasts the future. Cloud infrastructure, on the other hand, is a hot subject in the area of delivering computing services over the internet as a service. Since a vast amount of resolutions are effusively completed and available to cloud customers, combining data mining and cloud computing is a new development in the information exploration sector. Various structures and methods for various data mining activities have been surveyed and detailed presented. This paper goes into detail on the basic concepts of data mining in the cloud, as well as a number of pertinent studies that are applied in this arena. It is predicted that in the coming decades, data mining will begin to increase in the organisation of learning and business. This is a case study about how many people can play the game of tennis while faced with various meteorological variables.The importance of data mining strategies in predictive analytics is shown in this paper. Several classification-based data mining algorithms were used, and the requisite statistics were developed using all of the cataloguing algorithms. This revision emphasises the study of the algorithms' results and mentions different strategies that are likely to be chosen for time estimation. It helps to save money and plan for future adjustments by predicting and forecasting the climate conditions of a given area based on prehistoric evidence.

Last modified: 2022-03-09 22:10:38