They did share a lot of characteristics. They were both drunks, and he was a good friend of Johnny's, Puzo's Frank Sinatra clone.

"Fredo, you're my older brother, and I love you. But never take sides against the family again. Ever."
-Micheal Corleone-(The Godfather)