Database systems research on data mining
CARLOS R. ORDÓÑEZ, Javier Garcı́a-Garcı́a · 2010
Data mining remains an important research area in database systems. We present a review of processing alternatives, storage mechanisms, algorithms, data structures and optimizations that enable data mining on large data sets. We focus on the computation of well-known multidimensional statistical and machine learning models. We pay particular attention to SQL and MapReduce as two competing technologies for large scale processing. We conclude with a summary of solved major problems and open research issues.