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cs.DB2016
Preserving the value of large scale data analytics over time through selective re-computation
Paolo Missier, Jacek Cala, Maisha Rathi
A pervasive problem in Data Science is that the knowledge generated by possibly expensive analytics processes is subject to decay over time, as the data used to compute it drifts,…
cs.DB2016
The data, they are a-changin'
Paolo Missier, Jacek Cala, Eldarina Wijaya
The cost of deriving actionable knowledge from large datasets has been decreasing thanks to a convergence of positive factors: low cost data generation, inexpensively scalable stor…