It has to do with the Irish Immigrants. When they came over to the States, they wanted to eat salt pork, a dish from Ireland. The closest thing we had here was bacon, but Irish immigrants were poor. So they substituted corned beef for salt pork. Cabbage was used for the same reason - it was a cheap vegetable that went a long way. And now we celebrate with the Irish every March 17th.