3 papers
cs.ET2025
Spatial Regionalization: A Hybrid Quantum Computing Approach
Yunhan Chang, Amr Magdy, Federico M. Spedalieri +1
Quantum computing has shown significant potential to address complex optimization problems; however, its application remains confined to specific problems at limited scales. Spatia…
cs.DC2025
Quantum Modeling of Spatial Contiguity Constraints
Yunhan Chang, Amr Magdy, Federico M. Spedalieri
Quantum computing has demonstrated potential for solving complex optimization problems; however, its application to spatial regionalization remains underexplored. Spatial contiguit…
cs.DB2025
SOLAR: Scalable Distributed Spatial Joins through Learning-based Optimization
Yongyi Liu, Ahmed Mahmood, Amr Magdy +1
The proliferation of location-based services has led to massive spatial data generation. Spatial join is a crucial database operation that identifies pairs of objects from two spat…