Page 124 - Big data - Concept and application for telecommunications

3 Big data - Concept and application for telecommunications

Table I.4 – Use case – Reuse data processing methods

Title Reusing and automating data processing methods with big data provenance information

Description A data analyst is preparing an experiment based on existing big data analysis results with a
different data source. To do this, the data analyst uses the provenance functions provided by the
BDSP to extract the data analysis process and apply it.
– data analyst reviews analysis results;
– data analyst selects an analysis result to reuse its processing methods;
– data analyst extracts the data processing methods and related data from the provenance
information of the analysis result and modifies them to fit for the new experiment;
– data analyst applies the data processing method.
Data analyst is using analysis automation based on data updates by using the provenance
information. Data analyst sets up the periodic analysis based on the updated data according to the
update period of the data.
Roles/Sub – DP:DS
roles – BDSP
– big data service customer (BDC)
Figure
(optional)

116 Static data – Data provenance, data formats and trust