Selective and Recurring Re-computation of Big Data Analytics Tasks: Insights from a Genomics Case Study

The value of knowledge assets generated by analytics processes using Data Science techniques tends to decay over time, as a consequence of changes in the elements the process depends on: external data sources, libraries, and system dependencies. For large-scale problems, refreshing those outcomes th...

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Bibliographic Details
Main Authors: Cała, J. (Author), Missier, P. (Author)
Format: Article
Language:English
Published: Elsevier Inc. 2018
Subjects:
Online Access:View Fulltext in Publisher