The Data Reduction for Science program seeks applications to explore potentially high-impact approaches in the development and use of data reduction techniques and algorithms to facilitate more ...

Data reduction lowers the amount of capacity required to store data. Data reduction can increase storage efficiency and reduce costs. Some storage arrays track which blocks are the most heavily shared ...

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on creating an approximation of a dataset that has fewer columns. Imagine that you have a dataset that has many ...

Statisticians from the National University of Singapore (NUS) have introduced a new technique that accurately describes high-dimensional data using lower-dimensional smooth structures. This innovation ...

Data reduction and analysis is the process by which large amounts of raw or partially processed data obtained during a test is managed and organized and the results presented in a visual format. The ...