Methods, apparatuses, and articles of manufacture for receiving data from one or more processes, receiving or deriving a knowledge representation describing the data, which may include one or more finite automata, determining a plurality of values for encoding the data, said determining based at least in part on the knowledge representation of the data, which may include one or more finite automata, and generating the plurality of encoding values to encode the data, are described herein.