As data sets increase in size beyond the petabyte  it is increasingly important to have automated methods for data analysis and visualisation While topological analysis tools such as the contour tree and Morse-Smale complex are now well established  there is still a shortage of efficient parallel algorithms for their computation  in particular for massively data-parallel computation on a SIMD model