Kubernetes introduces unique layers of abstraction that differentiate it from standard distributed systems. The concept of namespaces is crucial, allowing multiple pods to operate on the same port without conflict, thanks to their isolated network environments. Understanding these abstractions is key to grasping how Kubernetes manages resources and networking effectively.