Supporting online analytics with user-defined estimation and early termination in a MapReduce-like framework
Yi Wang, Linchuan Chen, Gagan Agrawal · 2015
Online analytics based on runtime approximation has been widely adopted for meeting time and/or resource constraints. Though MapReduce has been gaining its popularity in both scientific and commercial sectors, there are several obstacles in implementing online analytics in a MapReduce implementation.