The story
From the Old English personal name Ælfrēd + -ing (“called after”) + tūn (“estate”), literally, “estate named after Alfred”. Many of the place names in the United States derive from Arlington House, formerly the plantation of Robert E. Lee.
Etymology from Wiktionary, CC BY-SA 4.0.