In this talk, we will first briefly introduce the backgrounds of the shallow water waves, especially the celebreated Camassa-Holm equation and its multi-component extensions. Then some recent analysis results on the Cauchy problem for the multi-component Camassa-Holm system in high dimensions will be shown. Lastly, some further problems will be proposed.