The Mihlin-Hormander multiplier problem on L^p spaces has been studied for nearly half a century, which has influenced areas from classical Fourier analysis to modern geometric analysis. In this talk we show there is a deep connection between sharp spectral multiplier theorem, Littlewood-Paley theory and space-time estimates for dispersive equations arising from mathematical physics.