29 citations · 61 across the 8 of their papers we have counts for
3 papers · 1 filter
Hydro: Adaptive Query Processing of ML Queries
Gaurav Tarlok Kakkar, Jiashen Cao, Aubhro Sengupta +2
Query optimization in relational database management systems (DBMSs) is critical for fast query processing. The query optimizer relies on precise selectivity and cost estimates to…
Revisiting Query Performance in GPU Database Systems
Jiashen Cao, Rathijit Sen, Matteo Interlandi +2
GPUs offer massive compute parallelism and high-bandwidth memory accesses. GPU database systems seek to exploit those capabilities to accelerate data analytics. Although modern GPU…
THIA: Accelerating Video Analytics using Early Inference and Fine-Grained Query Planning
Jiashen Cao, Ramyad Hadidi, Joy Arulraj +1
To efficiently process visual data at scale, researchers have proposed two techniques for lowering the computational overhead associated with the underlying deep learning models. T…