1. A method for data analysis and detection of avian influenza virus in a first biological sample comprising: receiving a first data set corresponding to an aspect of a first biological sample; analyzing the first data set using results of a first series of algorithms processed on a second data set corresponding to an aspect of a second biological sample known to contain avian influenza virus, wherein analyzing the first data set comprises: generating an algorithm value cache for the first data set by running a second series of algorithms on the first data set; and generating a match result by comparing the generated algorithm value cache with the results of the first series of algorithms; and performing a processing action based on the generated match result.