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We consider a forecasting pipeline with large volumes of high-dimensional time series data. Real-time forecasting can be conducted in two steps. ... Interactive response time is important in analytical pipelines for users to explore a sufficient number of possibilities and make informed business decisions. ... CONCLUSIONS We introduce a real-time forecasting system FlashP for analyzing time-series relations. ...arXiv:2101.03298v2 fatcat:uto2r2ws3bbmllvyej7m7qeava