Optimizing advanced analytic tasks over distributed data Hasselt University
In the era of big data, companies and scientific institutions are facing data that comes in varieties and volumes never encountered before. At the same time, new needs and expectations exist about the insight and intelligence that can be derived from these datasets using predictive analytics via statistical and machine-learning models and algorithms. While sampling has been a common used technique to bridge the gap between large datasets and ...