Big data describes data sets so large or complex that traditional relational databases cannot efficiently capture, manage, or process them. These sets are defined by high volume, velocity, or variety. Typical sources include sensors, devices, video and audio feeds, networks, log files, transactional applications, the web, and social media. Much of this data is generated in real time and at scale.