To gain a competitive advantage over their rivals, internet giants like Google, Yahoo!, eBay, Amazon and Twitter invented new tools & techniques to analyze data sets scaling to several petabytes. This started the revolution of Big Data and the ability to analyze massive data sets with admirable performance while simultaneously reducing the cost of equipment.