Abstract: Caringo’s patented method of synchronizing shared cluster parameters is built on an algorithm that has been in production use for over 1.2 billion years—with the most fundamental application of biomimicry being the design of our massively parallel cluster technology. This whitepaper details the smart machine learning behavior of a Caringo Swarm.