Quicksel: Quick selectivity learning with mixture models

Y Park, S Zhong, B Mozafari - Proceedings of the 2020 ACM SIGMOD …, 2020 - dl.acm.org
Estimating the selectivity of a query is a key step in almost any cost-based query optimizer.
Most of today's databases rely on histograms or samples that are periodically refreshed by …

On the construction of data aggregation tree with maximizing lifetime in large-scale wireless sensor networks

S Wan, Y Zhang, J Chen - IEEE Sensors Journal, 2016 - ieeexplore.ieee.org
Data aggregation protocols are generally utilized to extend the lifetime of sensor networks
by reducing the communication cost. Traditionally, tree-based structured approaches that …

Sketching streaming histogram elements using multiple weighted factors

QH Duong, H Ramampiaro, K Nørvåg - Proceedings of the 28th ACM …, 2019 - dl.acm.org
We propose a novel sketching approach for streaming data that, even with limited computing
resources, enables processing high volume and high velocity data efficiently. Our approach …

Event Detection in Changing and Evolving Environments

HQ Duong - 2021 - ntnuopen.ntnu.no
The availability of modern technology and the recent proliferation of devices and sensors
have resulted in a tremendous amount of data being generated, stored and handled in …