4 papers · 1 filter
Terascale Query Processing in the Browser: Rethinking GPU Acceleration
Jiaxin Lu, Landon Dyken, Yihao Sun +3
Recursive query computation, central to graph algorithms and relational databases, demands GPU acceleration due to its inherent computational intensity. While substantial prior wor…
Datalog with First-Class Facts
Thomas Gilray, Arash Sahebolamri, Yihao Sun +3
Datalog is a popular logic programming language for deductive reasoning tasks in a wide array of applications, including business analytics, program analysis, and ontological reaso…
Column-Oriented Datalog on the GPU
Yihao Sun, Sidharth Kumar, Thomas Gilray +1
Datalog is a logic programming language widely used in knowledge representation and reasoning (KRR), program analysis, and social media mining due to its expressiveness and high pe…
Optimizing Datalog for the GPU
Yihao Sun, Ahmedur Rahman Shovon, Thomas Gilray +2
Modern Datalog engines (e.g., LogicBlox, Soufflé, ddlog) enable their users to write declarative queries which compute recursive deductions over extensional facts, leaving high-pe…