A method for identifying an auto-complete communication pattern within a sequence of request entities includes grouping the request entities into a plurality of clusters according to a criterion. Clusters are removed from the plurality according to at least one of pattern analysis, a cluster size, and a cluster timing. Remaining clusters are identified as having an auto-complete communication pattern.