We have commenced work within the project GUDPILS (Technologies for secure and reliable smart city) under the State Research Programme SOPHIS. Our involvement will be related with development of approaches for acquisition and processing of remote sensing data for monitoring of cities, with implementation exploiting high performance computing (HPC) resources.