SEP 5, 2026 · PREPRINT
Cadence: Error-Bounded Lossy Compression of Demand Time Series with a Time-Series Foundation Model
arXiv
A technical systems paper describing a novel compression algorithm paired with a foundation model, demonstrating proof-of-concept on real time-series data but lacking clinical validation, peer review, or established relevance to clinical decision-making.
PreliminaryRoberto Tacconelli
Reported
Compression gain over classical p…13.3%
Compression gain over classical p…28.3%
Median gain across all series-tol…21.4%