IEEE LATEX TEMPLATE \markboth doesn't work

Because the default setting of the template is one side document, so to enable the \markboth,
you have to add twoside to the documentclass options:
\documentclass[10pt,journal,letterpaper,compsoc,twoside]{IEEEtran}