This white paper discusses the concept of shared data scale-out clusters, as well as how they deliver continuous availability and why they are important for delivering scalable transaction processing support. It also contrasts this approach, taken in relational database contex, with clustering approaches employed by NoSQL databases and Hadoop applications, showing the importance.