This talk will report on the motivation for our current research activity in Bergen.One goal is to develop more connections,both theoretical and algorithmic,between multiscale algorithms and domain decomposition methods.An important aspect which is often(with good reason?)overlooked,is to consider these developments in relation to the computers that shall be used to run the simulations.This talk will therefore give a high level review of the rapid change in our computing platforms.