Cleaver married Olive Jane Mills on 3 Dec 1892 in Rhea County, Tennessee. Olive (daughter of Floyd Jackson Mills and Lucinda Hannah Hughes) was born on 13 Jan 1876; died on 21 May 1974; was buried in Mount Vernon Cemetery, Hamilton County, Tennessee. [Group Sheet] [Family Chart]

1. Andrew Gordon Aslinger was born on 27 Jul 1898 in Meigs County, Tennessee; died on 9 Jul 1979 in Rhea County, Tennessee; was buried in Rhea Memory Gardens, Dayton, Rhea County, Tennessee.
2. William Thomas Aslinger
3. Bessie Leila Aslinger
4. Edith Aslinger
5. Tressa P. Aslinger was born on 18 Oct 1905; died on 7 May 1959; was buried in Mount Vernon Cemetery, Hamilton County, Tennessee.