This document discusses the key concepts and challenges of distributed systems. It defines distributed systems as networked computers that communicate by passing messages in order to share resources. Some of the main challenges discussed include heterogeneity, security, scalability, failure handling, and transparency. Transparency refers to hiding the complexities of the distributed nature of the system from users, such as hiding the physical location of resources or ability to access both local and remote resources uniformly.