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cs.DS2025
Downstream: efficient cross-platform algorithms for fixed-capacity stream downsampling
Connor Yang, Joey Wagner, Emily Dolson +2
Due to ongoing accrual over long durations, a defining characteristic of real-world data streams is the requirement for rolling, often real-time, mechanisms to coarsen or summarize…
cs.DS2024
Structured Downsampling for Fast, Memory-efficient Curation of Online Data Streams
Matthew Andres Moreno, Luis Zaman, Emily Dolson
Operations over data streams typically hinge on efficient mechanisms to aggregate or summarize history on a rolling basis. For high-volume data steams, it is critical to manage sta…