This is hands down the best big data article I have read in some time. We'll done sir, very informative yet concise. 5 stars!
"I cant stress enough the importance of switching from a sequential files mindset to set-based thinking. After you make the switch, you can spend your time tuning and optimizing your queries instead of maintaining lengthy, poor-performing code."-- Itzik Ben-Gan 2001