Samriddhi Singla

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 12

Top Topics

Spatio Temporal Patterns

Top Venues

Proc. VLDB Endow.

Publications

Samriddhi Singla, Yaming Zhang, Ahmed Eldawy
OSMX: spark-based geospatial data extractor from OpenStreetMap. SIGSPATIAL/GIS (2022)
Samriddhi Singla
Raptor: Large Scale Processing of Big Raster + Vector Data. SIGMOD Conference (2021)
Samriddhi Singla, Ayan Mukhopadhyay, Michael Wilbur, Tina Diao, Vinayak Gajjewar, Ahmed Eldawy, Mykel J. Kochenderfer, Ross D. Shachter, Abhishek Dubey
WildfireDB: An Open-Source Dataset Connecting Wildfire Occurrence with Relevant Determinants. NeurIPS Datasets and Benchmarks (2021)
Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, Elia Scudiero
Experimental Study of Big Raster and Vector Database Systems. ICDE (2021)
Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, Elia Scudiero
The Raptor Join Operator for Processing Big Raster + Vector Data. SIGSPATIAL/GIS (2021)
Ahmed Eldawy, Vagelis Hristidis, Saheli Ghosh, Majid Saeedan, Akil Sevim, A. B. Siddique, Samriddhi Singla, Ganesh Sivaram, Tin Vu, Yaming Zhang
Beast: Scalable Exploratory Analytics on Spatio-temporal Data. CIKM (2021)
Tina Diao, Samriddhi Singla, Ayan Mukhopadhyay, Ahmed Eldawy, Ross D. Shachter, Mykel J. Kochenderfer
Uncertainty Aware Wildfire Management. AI4SG@AAAI Fall Symposium (2020)
Samriddhi Singla, Ahmed Eldawy
Raptor Zonal Statistics: Fully Distributed Zonal Statistics of Big Raster + Vector Data. IEEE BigData (2020)
Tina Diao, Samriddhi Singla, Ayan Mukhopadhyay, Ahmed Eldawy, Ross D. Shachter, Mykel J. Kochenderfer
Uncertainty Aware Wildfire Management. CoRR (2020)
Samriddhi Singla, Ahmed Eldawy
Raptor Zonal Statistics: Fully Distributed Zonal Statistics of Big Raster + Vector Data [Pre-Print]. CoRR (2020)
Samriddhi Singla, Ahmed Eldawy, Rami Alghamdi, Mohamed F. Mokbel
Raptor: Large Scale Analysis of Big Raster and Vector Data. Proc. VLDB Endow. 12 (12) (2019)
Samriddhi Singla, Ahmed Eldawy
Distributed zonal statistics of big raster and vector data. SIGSPATIAL/GIS (2018)