S Salloum, JZ Huang - 2021 IEEE 28th International …, 2021 - ieeexplore.ieee.org
We propose a sampling-based method, called RSP-Hist, to construct approximate equi- width histograms and help data scientists explore the probability distribution of big data on …
When exploring big volumes of data, one of the challenging aspects is their diversity of origin. Multiple files that have not yet been ingested into a database system may contain …
In recent years, the volume of spatial data has rapidly grown, so it is crucial to process them in an efficient manner. The level of parallel processing in big data platforms such as Hadoop …
When exploring big volumes of data, one of the challenging aspects is their diversity of origin. Multiple files that have not yet been ingested into a database system may contain …
Nowadays, big data management and analytics are gaining momentum within the research community, stirred-up by both sophisticated theoretical models and pragmatic achievements …
The amount of digital data has grown exponentially in recent years, and this trend is on an upward trajectory. While this amount of data brings with it the possibility of gaining valuable …