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This is User-driven strategies are what Harmony and Giovanni usesuse. Esri tools and services like ArcGIS Server and Desktop are very good at supporting user's demands.
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For example, India user wants to analyze India data with QuickSight, it is not possible but it doesn't support HDF5 as data source.
User experience is another dimension. If user wants to get result fast, the cost is expensive. If user can wait 1-2 days to get result back, cost can be cheap.
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