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Concurrent Analytical Query Processing with GPUs

Summary: Exposes severe GPU underutilization (≤25%) in single-query database execution. Introduces concurrent GPU query processing with query scheduling and device-memory swapping, improving throughput by up to 55% over dedicated execution. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
hc5e54b036aa945be
Venue
VLDB
Year
2014
Pagerank
8.4222621e-05
Overall Rank
2,466 | 83.43%
DOI
10.14778/2732967.2732976

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{wang_vldb14,
        title = {{Concurrent Analytical Query Processing with GPUs}},
        author = {Wang, Kaibo and Zhang, Kai and Yuan, Yuan and Ma, Siyuan and Lee, Rubao and Ding, Xiaoning and Zhang, Xiaodong},
        journal = {PVLDB},
        series = {{VLDB} '14},
        volume = {7},
        number = {11},
        pages = {1011--1022},
        doi = {10.14778/2732967.2732976},
        url = {https://doi.org/10.14778/2732967.2732976},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank Citing Paper Year Venue Pagerank
1,268 A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics 2020 SIGMOD 0.0001126007
1,541 HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics 2016 VLDB 0.00010313459
2,202 Mega-KV: A Case for GPUs to Maximize the Throughput of In-Memory Key-Value Stores 2015 VLDB 8.8719608e-05
2,600 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD 8.2363864e-05
2,815 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 7.9777435e-05
3,655 Tile-based Lightweight Integer Compression in GPU 2022 SIGMOD 7.1260841e-05
3,689 RTIndex: Exploiting Hardware-Accelerated GPU Raytracing for Database Indexing 2023 VLDB 7.0943075e-05
3,888 Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS 2022 VLDB 6.945725e-05
3,972 TCUDB: Accelerating Database with Tensor Processors 2022 SIGMOD 6.8881464e-05
4,137 The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 6.7861661e-05
4,199 Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources 2017 VLDB 6.7410637e-05
5,541 Vortex: Overcoming Memory Capacity Limitations in GPU-Accelerated Large-Scale Data Analytics 2025 VLDB 6.0902254e-05
6,009 Mixer: Efficiently Understanding and Retrieving Visual Content at Web-scale 2021 VLDB 5.9148049e-05
6,246 ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation 2019 VLDB 5.8370793e-05
8,197 Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent 2023 VLDB 5.3794747e-05
10,042 MEMO: Fine-grained Tensor Management For Ultra-long Context LLM Training 2025 SIGMOD 5.0921006e-05
10,601 TQEx: Tensor-based Query Engine Enhanced by Bridging the Gap 2026 SIGMOD 4.9793485e-05
10,906 RayBooster: A Ray Tracing Engine to Accelerate SedonaDB 2026 VLDB 4.9793485e-05
10,937 RayDB: Building Databases with Ray Tracing Cores 2026 VLDB 4.9793485e-05
11,650 High-Performance Spatial Data Analytics: Systematic R&D for Scale-Out and Scale-Up Solutions from the Past to Now 2024 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
304 GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management 2006 SIGMOD 0.00021604795
616 Relational Joins on Graphics Processors 2008 SIGMOD 0.00015561564
661 Fast Sort on CPUs and GPUs: A Case for Bandwidth Oblivious SIMD Sort 2010 SIGMOD 0.00015003815
771 The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013 VLDB 0.00014085862
856 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 0.00013428547
1,454 Fast Computation of Database Operations using Graphics Processors 2004 SIGMOD 0.00010601431
2,749 Hardware Acceleration in Commercial Databases: A Case Study of Spatial Operations 2004 VLDB 8.0607411e-05
2,889 High-Throughput Transaction Executions on Graphics Processors 2011 VLDB 7.9070124e-05
3,200 Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS 2013 VLDB 7.5437496e-05
8,619 Accelerating Pathology Image Data Cross-Comparison on CPU-GPU Hybrid Systems 2012 VLDB 5.3016441e-05
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