When discussing distributed systems and Big Data, people often focus on storage, processing frameworks, and scalability—but one foundational concept underlies it all: network topology. It’s the invisible architecture that dictates how data flows, how quickly systems respond, and how resilient your applications can be. Let’s explore what network topology is, how it evolved, and why