RayDB: Building Databases with Ray Tracing Cores

Summary: Uses GPU ray-tracing (RT) cores to accelerate queries by mapping core operators (scan, group-by, aggregation) into a single ray-tracing job via 3D attribute encodings and prebuilt BVHs. Encoding and ray-launching techniques exploit RT cores across workloads, achieving up to 18.3x speedup versus top GPU engines. (summarized by gpt-5-mini on Mar 13 2026)

Paper ID: 14330
Venue: VLDB
Year: 2026
Pagerank: 4.1945683e-05
Overall Rank: 10,290 | 28.42%
DOI: 10.14778/3772181.3772185

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Rank	Citing Paper	Year	Venue	Pagerank

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Showing 12 of 12 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
1,273	The Yin and Yang of Processing Data Warehousing Queries on GPU Devices	2013	VLDB	0.00012912938
2,040	A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics	2020	SIGMOD	9.7057698e-05
2,067	HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics	2016	VLDB	9.6392739e-05
2,287	Pipelined Query Processing in Coprocessor Environments	2018	SIGMOD	9.0972606e-05
2,330	Concurrent Analytical Query Processing with GPUs	2014	VLDB	9.0192228e-05
3,254	Query Processing on Tensor Computation Runtimes	2022	VLDB	7.3161051e-05
3,762	SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures	2016	SIGMOD	6.7804471e-05
5,088	TCUDB: Accelerating Database with Tensor Processors	2022	SIGMOD	5.7072189e-05
5,125	The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product	2021	VLDB	5.679423e-05
5,426	RTIndeX: Exploiting Hardware-Accelerated GPU Raytracing for Database Indexing	2023	VLDB	5.5096704e-05
5,749	BinDex: A Two-Layered Index for Fast and Robust Scans	2020	SIGMOD	5.3418923e-05
7,483	RTScan: Efficient Scan with Ray Tracing Cores	2024	VLDB	4.7180617e-05

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