A compression algorithm was a type of algorithm that held a large amount of data together.

Keith Rocha's log at Relay Station 47 mentioned new compression algorithms having gone online. (TNG: "Aquiel")

In 2378, Zet reported that The Doctor's compression algorithms were breaking down. (VOY: "Renaissance Man")