A new breed of analytic DBMS has been fundamentally re-designed from the ground up to take best advantage of system resources in order to provide greater analytic efficiency than ever before. Byte-for-byte of raw data, a columnar, compressed, massively parallel DBMS should yield better analytic performance on a given number of CPUs than it's row-wise cousin. Een essay vanKim Stanick.