Greedygd: Enhanced generalized deduplication for direct analytics in iot

A Hurst, DE Lucani, Q Zhang - IEEE Transactions on Industrial …, 2024 - ieeexplore.ieee.org
The exponential growth of data generated by the Internet of Things presents significant
challenges for data communication, storage, and analytics. Consequently, organizations …

[PDF][PDF] Applications of edge analytics: a systematic review

D Andročec - Acta Universitatis Sapientiae, Informatica, 2023 - intapi.sciendo.com
With the development and expansion of the Internet of Things, computing at the edge is
becoming increasingly important, especially for applications where real-time response is …

Towards the Random Multi-Access in SIoT: A Generalized Deduplication Based CRDSA Mechanism

Y Gu, Y Xu, B Zhang, Y Wang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
In the Satellite-Integrated Internet of Things (SIoT), typical multiaccess schemes, ie,
contention resolution diversity slotted ALOHA scheme (CRDSA), face with the obvious …

PairwiseHist: Fast, Accurate and Space-Efficient Approximate Query Processing with Data Compression

A Hurst, DE Lucani, Q Zhang - arXiv preprint arXiv:2401.12018, 2024 - arxiv.org
Exponential growth in data collection is creating significant challenges for data storage and
analytics latency. Approximate Query Processing (AQP) has long been touted as a solution …

Lossless preprocessing of floating point data to enhance compression

F Taurone, DE Lucani, M Fehér, Q Zhang - International Symposium on …, 2023 - Springer
Data compression algorithms typically rely on identifying repeated sequences of symbols
from the original data to provide a compact representation of the same information, while …