DocumentCode
3564828
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
fYear
2014
Firstpage
308
Lastpage
312
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Mathematics and Computers in Sciences and in Industry (MCSI), 2014 International Conference on
Print_ISBN
978-1-4799-4744-7
Type
conf
DOI
10.1109/MCSI.2014.45
Filename
7046202
Link To Document