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FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data [article]

Shuyuan Yan, Bolin Ding, Wei Guo, Jingren Zhou, Zhewei Wei, Xiaowei Jiang, Sheng Xu
2021 arXiv   pre-print
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