Understanding the complex evolution of rapidly mutating viruses with deep sequencing: Beyond the analysis of viral diversity

•Deep sequencing data provide unprecedented resolution in studying epidemics of rapidly mutating viruses in large population.•Next generation sequencing can detect and quantify complex genomic rearrangements, such as recombination and splicing events.•Novel computational methods integrated with deep sequencing are discussed in view of new trends in viral genomics research.