Predictability-Aware Compression and Decompression Framework for Multichannel Time Series Data with Latent Seasonality

Ziqi Liu, Pei Zeng, Yi Ding

Real-world multichannel time series prediction faces growing demands for efficiency across edge and cloud environments, making channel compression a timely and essential problem. M…