Binary executables are distributed in a distributed manner by equipping a server with a bootstrap program. The server provides the bootstrap program to a client computer in response to the client's request for the binary executables. The bootstrap program is designed to enable the client computer to obtain the binary executables in one or more portions from one or more peer locations that have already downloaded the said binary executables. In one embodiment, the bootstrap program also monitors the performance associated with obtaining the portions of the binary executables, and reports the performance data to a resource naming service that tracks peer locations that cache the binary executables. In one embodiment, the binary executables also includes a component that registers the client computer as a peer location that caches the binary executables, and provides the binary executables to other client computers responsive to their requests. In various embodiments, content is distributed in like manner.