We now discuss broader issues about the benchmark results and
comment on particular aspects of each system that the raw numbers
may not convey. In the benchmark above, both DBMS-X and Vertica execute most of the tasks much faster than Hadoop at all scaling
levels. The next subsections describe, in greater detail than the previous section, the reasons for this dramatic performance difference