12. A fast-search server, comprising: a memory; and a processor communicatively coupled to the memory, the processor being configured to execute instructions to: monitor and be responsive to a partial entry including at least a first three characters of a query of a plurality of data records of a music database using a reverse index of the plurality of data records of the music database, wherein the reverse index is created from a combination of letters appearing as a string in a data field of the music database, and wherein the reverse index is created from a plurality of data fields of the music database including an artist field, an album field, and a track; determine from a spelling index, communicatively coupled to the processor, whether the partial entry of the query of music data is a misspelling and correcting any misspelling; receive the partial entry including at least the first three characters of a query upon an occurrence of at least one event, wherein the at least one event is when an amount of time between keystrokes exceed a threshold amount of time between keystrokes or when the partial entry includes a threshold number of characters; receive a data record of the music database upon the fast search server referencing at least the first three characters of the partial entry with the reverse index and determining that at least the first three characters of the partial entry matches the data record of the music database; and transmit the data record and storing the data record.
12. A fast-search server, comprising: a memory; and a processor communicatively coupled to the memory, the processor being configured to execute instructions to: monitor and be responsive to a partial entry including at least a first three characters of a query of a plurality of data records of a music database using a reverse index of the plurality of data records of the music database, wherein the reverse index is created from a combination of letters appearing as a string in a data field of the music database, and wherein the reverse index is created from a plurality of data fields of the music database including an artist field, an album field, and a track; determine from a spelling index, communicatively coupled to the processor, whether the partial entry of the query of music data is a misspelling and correcting any misspelling; receive the partial entry including at least the first three characters of a query upon an occurrence of at least one event, wherein the at least one event is when an amount of time between keystrokes exceed a threshold amount of time between keystrokes or when the partial entry includes a threshold number of characters; receive a data record of the music database upon the fast search server referencing at least the first three characters of the partial entry with the reverse index and determining that at least the first three characters of the partial entry matches the data record of the music database; and transmit the data record and storing the data record. 16. The fast-search server of claim 12 further comprising: prefork a character of the partial entry in the fast-search server to minimize concurrency issues and to minimize threading locks.