Microbiome big data has brought great influence on environmental ecology,human health and diseases.By using mathematical and statistical methods for data mining,the extraction of useful information from high dimensional and complicate microbiome data set is the key question in modeling and analyzing microbiome big data.This paper summarizes the characteristics of microbiome big data and analyzes current hot topics and hard questions in data analysis and computational studies.We particularly reviewed the current status of pattern ...