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The CARTA system is a tool for visualising and anaylsing large-scale astronomical imagery. As the volume of data produced from modern radio telescopy continues to increase rapidly, a robust and scalable architectural solution is required to perform these computations in near real-time. We investigate a data flow model as this solution.