16 citations · 44 across the 9 of their papers we have counts for
4 papers · 1 filter
Uncertainty Aware Wildfire Management
Tina Diao, Samriddhi Singla, Ayan Mukhopadhyay +3
Recent wildfires in the United States have resulted in loss of life and billions of dollars, destroying countless structures and forests. Fighting wildfires is extremely complex. I…
Raptor Zonal Statistics: Fully Distributed Zonal Statistics of Big Raster + Vector Data [Pre-Print]
Samriddhi Singla, Ahmed Eldawy
Recent advancements in remote sensing technology have resulted in petabytes of data in raster format. This data is often processed in combination with high resolution vector data t…
DeepSampling: Selectivity Estimation with Predicted Error and Response Time
Tin Vu, Ahmed Eldawy
The rapid growth of spatial data urges the research community to find efficient processing techniques for interactive queries on large volumes of data. Approximate Query Processing…
R*-Grove: Balanced Spatial Partitioning for Large-scale Datasets
Tin Vu, Ahmed Eldawy
The rapid growth of big spatial data urged the research community to develop several big spatial data systems. Regardless of their architecture, one of the fundamental requirements…