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Using Storm for scaleable sequential statistical inference

Authors: 

Simon Wilson, Tiep Mai, Peter Cogan, Arnab Bhatacharya, Oscar Robles Sánchez, Seán Ó Riórdáin, Gernot Roetzer

Publication Type: 
Refereed Conference Meeting Proceeding
Abstract: 
This article describes Storm, an environment for doing streaming data analysis. Two examples of sequential data analysis | computation of a running summary statistic and sequential updating of a posterior distribution | are implemented and their performance is investigated.
Conference Name: 
COMPSTAT 2014
Proceedings: 
COMPSTAT 2014
Digital Object Identifer (DOI): 
10.na
Publication Date: 
19/08/2014
Conference Location: 
Switzerland
Institution: 
University of Dublin, Trinity College (TCD)
Open access repository: 
No
Publication document: