Spatial data is ubiquitous. Massive amounts of data are generated every ...
Spatial data is ubiquitous. Massive amounts of data are generated every ...
Recent advancements in learned index structures propose replacing existi...
Recent research has shown that learned models can outperform state-of-th...
A groundswell of recent work has focused on improving data management sy...
City authorities need to analyze urban geospatial data to improve
transp...
The amount of the available geospatial data grows at an ever faster pace...
We introduce Deep Sketches, which are compact models of databases that a...
I/O latency and throughput is one of the major performance bottlenecks f...
We describe a new deep learning approach to cardinality estimation. MSCN...
Geospatial joins are a core building block of connected mobility
applica...