A distributed file system (DFS) allows shared access to files across autonomous computers with goals of network transparency and high availability. Key components include a name server for mapping file names and a cache manager for file caching, ensuring efficient data retrieval while avoiding inconsistencies. Data is accessed through local client caches, and mechanisms such as mounting, caching, and bulk data transfers enhance performance and security in the system.