Title :
Statistical Distribution Identification with Cloud Based Module
Author :
Nikolov, Ventsislav ; Naydenov, Danko ; Antonov, Anatoliy
Author_Institution :
Dept. of Comput. Sci. & Technol., Tech. Univ. of Varna, Varna, Bulgaria
Abstract :
In this paper an implemented software system for identification of best fitting distribution of sample data is described. Some modifications and additions of the known statistical approaches are presented aiming the practical application of the distribution identification task. Additionally the cloud computing approach is applied in order to process the sample data series in parallel that makes significantly faster the implemented system.
Keywords :
cloud computing; parallel processing; statistical distributions; cloud based module; cloud computing approach; parallel processing; sample data series; software system; statistical approach; statistical distribution identification; Cloud computing; Computers; Estimation; Fitting; Histograms; Probability distribution; Program processors; Best Fit Distribution; Cloud Computing; Distribution Parameters;
Conference_Titel :
Mathematics and Computers in Sciences and in Industry (MCSI), 2014 International Conference on
Print_ISBN :
978-1-4799-4744-7
DOI :
10.1109/MCSI.2014.45
