IEEE 754 doubles do not exactly represent most real values, introducing rounding errors in computations and [de] serialization to text. These rounding errors inhibit the use of existing …
R Li, Z Li, Y Wu, C Chen, T Liu, Y Zheng - arXiv preprint arXiv:2308.11915, 2023 - arxiv.org
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 …
As time series data become popular, their volume increases rapidly. Time series databases are designed for such data, and they process data in short slices, meaning that the …
J Li, G Xu, H Yang, Y Wu - 2023 IEEE Intl Conf on Parallel & …, 2023 - ieeexplore.ieee.org
In various applications in Internet of Things like industrial monitoring, large amounts of floating-point time series data are generated at an unprecedented rate. Efficient …
The effective management of trajectory data heavily relies on the utilization of fundamental spatio-temporal queries. The surge in trajectory data, with its dynamic spatio-temporal …