The main goal of this article is to describe the online flood monitoring and prediction system Floreon+ primarily developed for the Moravian-Silesian region in the Czech Republic and the basic process it uses for running automatic rainfall-runoff and hydrodynamic simulations along with their calibration and uncertainty modeling. It takes a long time to execute such process sequentially, which is not acceptable in the online scenario, so the use of a high performance computing environment is proposed for all parts of the process to shorten their duration. Finally, a case study on the Ostravice River catchment is presented that shows actual durations and their gain from the parallel implementation., {"references":["P. B. Bedient, W. C. Huber and B. C. Vieux, Hydrology and floodplain\nanalysis, 4th ed., Prentice Hall, London, 2007.","R. Brazdil, P. Dobrovolny, L. Elleder, V. Kakos, O. Kotyza, V. Kveton,\nJ. Mackova, M. Muller, J. Stekl, R. Tolasz, H. Valášek, Historické a\nsoučasné povodně v České republice. MU Brno, CHMI, Brno-Prague,\n2005.","E. W. Wohl, Inland Flood Hazards. Cambridge, Cambridge University\nPress, 2000.","M. S. Horritt, P. D. Bates, \"Evaluation of 1D and 2D numerical models\nfor predicting river flood inundation\" in Journal of Hydrology 268(1–4),\n2002, pp. 87–99.","M. R. Knebl, Z. L. Yang, K. Hutchinson, D. R. Maidment, \"Regional\nscale flood modeling using NEXRAD rainfall, GIS, and HECHMS/\nRAS: a case study for the San Antonio River Basin Summer 2002\nstorm event\" in Journal of Environmental Management 75, 2005, pp.\n325-336.","X. T. Cheng, \"Flood and drought evaluation and management\" in\nGeneral report for question 87. Barcelona: ICOLD, 2006.","R. B. Flowers, \"Flood management: a key to sustainable development\nand integrated water resources\" in Proc. 3rd World Water Forum, Kyoto,\nStiga, Osaka, Japan, Mar. 2003.","H. D. Guo, \"Understanding global natural disasters and the role of earth\nobservation\" in International Journal of Digital Earth, 3 (3), 2010, pp.\n221-230.","R. Vavrik, M. Theuer, M. Golasowski, S. Kuchar, M. Podhoranyi, V.\nVondrak, \"Automatic Calibration of Rainfall-Runoff Models and its\nParallelization Strategies\" in Proc. 12th International Conference of\nNumerical Analysis and Applied Mathematics, Rhodes, Greece,\nSeptember 2014.\n[10] S. Kuchar, T. Kocyan, P. Praks, M. Litschmannova, J. Martinovic, V.\nVondrak, \"Simulation of Uncertainty in Rainfall-Runoff Models and\ntheir Statistical Evaluation in the Floreon System\" in Proc. 11th\nInternational Conference on Modeling and Applied Simulation, Vienna,\nAustria, September 2012, pp.128-133.\n[11] M. J. Quinn, Parallel Programming in C with MPI and OpenMP.\nMcGraw-Hill, New York, 2003."]}