This document outlines the key concepts in distributed systems and paradigms. It begins with definitions of distributed systems and discusses various forms of transparency in distributed systems like access, location, and replication transparency. It then covers scaling techniques like hiding communication latencies and distribution. The document outlines concepts in distributed operating systems, network operating systems, middleware, and how they provide different degrees of transparency and scalability. It provides examples of client-server models and multitier architectures in distributed systems.