A distributed system consists of independent computers connected via a network, allowing users to share resources and operate as a single unit. Key features include resource sharing, transparency, fault tolerance, and scalability, making it advantageous for applications like grid, utility, and cloud computing. However, challenges such as networking issues, security concerns, and software complexity are prevalent in the management of distributed systems.