The Splitter component partitions incoming messages into multiple parts that can be processed independently. The Mule Collection Splitter splits a message into fragments using an expression, then sends the fragments one by one to the next processor. A Collection Aggregator can then reassemble the original message after asynchronous processing on separate servers. Configuration involves setting the display name, enabling correlation, and mapping message attributes like ID and correlation.