Open Access Open Access  Restricted Access Subscription or Fee Access

A New Paradigm for Distributed Data Analysis in Terra Scale

Vithanage Pemajayantha

Abstract



A major problem in distributed data mining is the network traffic, and a solution to that is found with a new paradigm in which distributed data analysis is carried out in abstract forms of partial analysis of raw data (‘paragrams’) which are transmitted through a network in place of large terra-scale data sets thus reducing network traffics. With the new paradigm, any statistical analysis is possible and this possibility is illustrated with examples of simulated data sets. Methods discussed here have straightforward applications in distributed data analysis in terra scale.

Full Text: PDF


Disclaimer/Regarding indexing issue:

We have provided the online access of all issues and papers to the indexing agencies (as given on journal web site). It’s depend on indexing agencies when, how and what manner they can index or not. Hence, we like to inform that on the basis of earlier indexing, we can’t predict the today or future indexing policy of third party (i.e. indexing agencies) as they have right to discontinue any journal at any time without prior information to the journal. So, please neither sends any question nor expects any answer from us on the behalf of third party i.e. indexing agencies.Hence, we will not issue any certificate or letter for indexing issue. Our role is just to provide the online access to them. So we do properly this and one can visit indexing agencies website to get the authentic information.