Question: what are caissons in the song?
Answer: First Lieutenant (later Brigadier General) Edmund Louis "Snitz" Gruber (that's a mouthful) wrote what was originally called "The Caissons Go Rolling Along" during a particularly challenging march while stationed in the Philippines. A caisson was a wheeled cart used by the Army to carry ammunition and supplies.