The Application of Cloud Computing in Large-Scale Statistic

The main challenge in current statistical work is the huge pressure of the statistical analysis along with the huge amount and diversity of the statistical data. This paper established a framework model of large-scale data processing by bringing in cloud computing. By studying the resource allocation algorithm of cloud computing, we proposed an accelerating genetic algorithm of double-target fitness function which considered the safety of statistical data and the responding time of work, as well as analyzed the convergence speeds of the algorithm in various weights in order to test each target's effect on iterations.