Frank DENIS random thoughts.

MapReduce vs DBMS for large-scale data analysis

Here’s an interesting comparison of a column-oriented database (Vertica) versus a regular database server versus Hadoop on a 100-nodes cluster: a comparison of approaches to large-scale data analysis

The main paper is available here.

Keep in mind that those benchmarks are all about data analysis tasks, not about web-like tasks.