wiktionary
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From German Eisenhauer.
etymonline
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Eisenhower
surname, from German Eisenhauer, literally "iron-cutter, iron-hewer," "perhaps based on Fr. Taillefer" [George F. Jones, "German-American Names," 3rd ed., 2006]. See iron (n.) + hew (v.).