Rationale for Distributed Systems (Why and What): Distributed systems are designed to leverage computer networks and algorithms to enable distributed processing across multiple machines. They involve working with sockets for communication, understanding models of distributed system architectures, and managing essential aspects such as naming, process migration, synchronization, consistency, replication, and security.