A system is presented that enables applications in a distributed system to communicate through a channel-based communication system. The applications use adaptors which communicate through a communication mechanism, resulting in application independence from the communication mechanism. In one embodiment, the communication mechanism consists of transmission media, logical channels, and brokers. The adaptors communicate with each other over the transmission media. Groups of adaptors involved in a particular type of communication from a communication channel. Channel profiles, which include channel properties and a list of adaptor members, are stored in brokers which can be queried by adaptors. Adaptors can support channel-specific data processing operations specified in the channel profile. Adaptors can join a channel, leave a channel, and communicate with other adaptors over the channel.