1. A computer system comprising: at least one random access memory; and a processor in electronic communication with the at least one random access memory through a communication bus to enable the processor to read and write data to the at least one random access memory, the processor configured to: access a block of uncoded data; decompose the block of uncoded data into a plurality of data vectors; derive a plurality of bit markers from a characteristic of the uncoded data; map each data vector of the plurality of data vectors to one of the plurality of bit markers; generate, based on the mapping of each of the data vectors of the plurality of data vectors to one of the plurality of bit markers, a bit-marker-based encoding of the uncoded data; and store the bit-marker-based encoding of the uncoded data, based on the plurality of bit markers, in the at least one random access memory to generate an encoded representation of the uncoded data, wherein the encoded representation of the uncoded data comprises a first data size that is smaller than a second data size of the uncoded data; wherein the computer system processes data without the need for a conventional hard drive.