We often use "Big Data" techniques when most users only have "big data". "big data" can often be handled efficiently by applying standard algorithms developed, tried and tested but coupled with succinct data structures to reduce the memory usage of such algorithms, thus allowing the "big data" to be processed in memory. I will introduce some recent applications to mining "big data".