Schematic representation of the bigSCale framework for analyzing millions of single-cell transcriptomes. The analytical framework includes a numerical model step to determine distances between single cells and modules for differential expression (DE) analysis, cell clustering, and population marker identification. An optional convolution strategy allows the processing of extremely large data sets (preserving the transcript information from individual cells).