Arndt is best remembered for his 1915 composition, Nola, written as an engagement gift to his fiancee (and later wife), Nola Locke. It is sometimes considered to be the first example of the novelty piano or novelty ragtime genre, published by Sam Fox Publishing Company. It was the signature theme of the Vincent Lopez orchestra, and a top ten hit for Les Paul in 1950.