3 papers
cs.DB2025
A High-Throughput GPU Framework for Adaptive Lossless Compression of Floating-Point Data
Zheng Li, Weiyan Wang, Ruiyuan Li +5
The torrential influx of floating-point data from domains like IoT and HPC necessitates high-performance lossless compression to mitigate storage costs while preserving absolute da…
cs.DS2023
Adaptive Encoding Strategies for Erasing-Based Lossless Floating-Point Compression
Ruiyuan Li, Zheng Li, Yi Wu +3
Lossless floating-point time series compression is crucial for a wide range of critical scenarios. Nevertheless, it is a big challenge to compress time series losslessly due to the…
cs.DS2023
Erasing-based lossless compression method for streaming floating-point time series
Ruiyuan Li, Zheng Li, Yi Wu +4
There are a prohibitively large number of floating-point time series data generated at an unprecedentedly high rate. An efficient, compact and lossless compression for time series…