This tutorial defines a design approach for distributed computing systems. We are concerned with systems composed of potentially man processing and memory components working together to serve a common application. For these designs, control of the system is decentralized, i.e., the controller does not reside in a single processor. Distributed systems are less costly, thanks to the ability to replace/reprogram single components, which means better reliability and fault tolerance. Decentralization eliminates single-point failure.