[...] * Since most analysis and visualization methods focus on static data sets, adding a dynamic component to the data source results in major challenges for both the automated and visual analysis methods. Besides typical technical challenges such as unpredictable data volumes, unexpected data features and unforeseen extreme values, a major challenge is the capability of analysis methods to work incrementally.