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The Yin and Yang of Processing Data Warehousing Queries on GPU Devices

Summary: Three-dimensional study of warehousing queries on GPUs, varying query traits, software techniques, and hardware configurations. Proposes an analytical model to predict GPU warehousing performance and an open-source GPU query engine to bridge kernel execution and data-transfer bottlenecks. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10744
Venue
VLDB
Year
2013
Pagerank
0.00012900735
Overall Rank
1,271 | 91.17%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 52 citing papers.

Rank Citing Paper Year Venue Pagerank
2,044 A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics 2020 SIGMOD 9.6963999e-05
2,072 HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics 2016 VLDB 9.6300019e-05
2,292 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD 9.0884645e-05
2,336 Concurrent Analytical Query Processing with GPUs 2014 VLDB 9.0106308e-05
2,659 HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines 2019 VLDB 8.3615158e-05
2,753 Mega-KV: A Case for GPUs to Maximize the Throughput of In-Memory Key-Value Stores 2015 VLDB 8.1722714e-05
3,260 Query Processing on Tensor Computation Runtimes 2022 VLDB 7.3091312e-05
3,307 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD 7.2391191e-05
3,328 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 7.2136181e-05
3,471 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 7.0628019e-05
3,771 SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures 2016 SIGMOD 6.7738535e-05
3,899 Efficient Join Algorithms For Large Database Tables in a Multi-GPU Environment 2021 VLDB 6.6513982e-05
4,000 MG-Join: A Scalable Join for Massively Parallel Multi-GPU Architectures 2021 SIGMOD 6.5419402e-05
4,089 In-Cache Query Co-Processing on Coupled CPU-GPU Architectures 2015 VLDB 6.4559891e-05
4,359 Hardware-conscious Query Processing in GPU-accelerated Analytical Engines 2019 CIDR 6.2493951e-05
4,500 GaccO - A GPU-accelerated OLTP DBMS 2022 SIGMOD 6.1326735e-05
4,774 The Case For Heterogeneous HTAP 2017 CIDR 5.9279395e-05
4,996 Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources 2017 VLDB 5.7697228e-05
5,018 Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS 2022 VLDB 5.7503878e-05
5,039 Tile-based Lightweight Integer Compression in GPU 2022 SIGMOD 5.7369993e-05
5,089 TCUDB: Accelerating Database with Tensor Processors 2022 SIGMOD 5.7017353e-05
5,129 The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 5.6724875e-05
5,199 Data-Parallel Query Processing on Non-Uniform Data 2020 VLDB 5.6294232e-05
5,251 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 5.6003972e-05
5,584 Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware 2014 VLDB 5.4201842e-05
5,631 CXL and the Return of Scale-Up Database Engines 2024 VLDB 5.4009909e-05
6,068 GPU Database Systems Characterization and Optimization 2024 VLDB 5.2240241e-05
6,220 Distributed GPU Joins on Fast RDMA-capable Networks 2023 SIGMOD 5.1446966e-05
6,282 Mixer: Efficiently Understanding and Retrieving Visual Content at Web-scale 2021 VLDB 5.1235353e-05
6,367 Improving Execution Efficiency of Just-in-time Compilation based Query Processing on GPUs 2021 VLDB 5.0887599e-05
6,451 Vortex: Overcoming Memory Capacity Limitations in GPU-Accelerated Large-Scale Data Analytics 2025 VLDB 5.0522576e-05
6,492 GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP 2024 SIGMOD 5.0364695e-05
6,861 HetCache: Synergising NVMe Storage and GPU acceleration for Memory-Efficient Analytics 2023 CIDR 4.9005561e-05
7,209 GPU-accelerated data management under the test of time 2020 CIDR 4.7949787e-05
7,324 BOSS - An Architecture for Database Kernel Composition 2024 VLDB 4.7565238e-05
7,407 An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA 2024 VLDB 4.7326045e-05
7,550 Efficient Top-K Query Processing on Massively Parallel Hardware 2018 SIGMOD 4.7089541e-05
7,570 Powerful GPUs or Fast Interconnects: Analyzing Relational Workloads on Modern GPUs 2025 VLDB 4.7039167e-05
7,752 Efficiently Processing Joins and Grouped Aggregations on GPUs 2025 SIGMOD 4.6558737e-05
7,917 Terabyte-Scale Analytics in the Blink of an Eye 2026 VLDB 4.6129625e-05
8,123 Maximus: A Modular Accelerated Query Engine for Data Analytics on Heterogeneous Systems 2025 SIGMOD 4.5770901e-05
8,773 Evaluating Memory-Hard Proof-of-Work Algorithms on Three Processors 2020 VLDB 4.4509551e-05
8,846 Scaling your Hybrid CPU-GPU DBMS to Multiple GPUs 2024 VLDB 4.432948e-05
9,837 Efficiently Joining Large Relations on Multi-GPU Systems 2025 VLDB 4.269939e-05
10,121 TQEx: Tensor-based Query Engine Enhanced by Bridging the Gap 2026 SIGMOD 4.1905499e-05
10,253 Scalable GPU Acceleration of Scalar Functions in Analytical Databases: Compilation, Benchmarking, and Optimization 2026 VLDB 4.1905499e-05
10,293 GPU Acceleration of SQL Analytics on Compressed Data 2026 VLDB 4.1905499e-05
10,302 RayDB: Building Databases with Ray Tracing Cores 2026 VLDB 4.1905499e-05
10,644 Concurrency Control as a Service 2025 VLDB 4.1905499e-05
10,755 Scaling GPU-Accelerated Databases beyond GPU Memory Size 2025 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

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