Generally speaking, causal relation orders events so that causes come before effects. When considered in the context of a group of communicating processes, the causal relation is defined as follows:
Every action performed by a process is causally related to the previous action performed by the process.
Every action that constitutes receiving a message is causally related to the action that constituted sending the message.
The causal relation is transitive.