in kde, there's ksystem guard.
ksysguard %U
also if you go into kde's control center in the Regional & Accessibility branch, in keyboard shortcuts, there's a listing for showing Task Manager. you can set a key combo for it.
if using gnome, i have no clue. sorry.
edit: screenshot in kde.
KDE Control Center Screenshot