Conor vs. Map-Reduce vs. Databases
I found this paper interesting, so you might too. It covers some of the differences between parallel database systems and map-reduce style computation:
https://database.cs.brown.edu/papers/stonebraker-cacm2010.pdf
Happy Querying!
Conor