DBScholar

Back to papers

In-Cache Query Co-Processing on Coupled CPU-GPU Architectures

Summary: Introduces in-cache OLAP co-processing for coupled CPU-GPU chips sharing an LLC, avoiding bandwidth-driven GPU stalls via CPU-assisted prefetching and decompression. A cost model dynamically splits these tasks and query execution, improving GPU co-processing by up to 33–40%. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
11334
Venue
VLDB
Year
2015
Pagerank
7.3885861e-05
Overall Rank
3,471 | 76.19%
DOI
10.14778/2735496.2735497

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{he_vldb15,
        title = {{In-Cache Query Co-Processing on Coupled CPU-GPU Architectures}},
        author = {He, Jiong and Zhang, Shuhao and He, Bingsheng},
        journal = {PVLDB},
        series = {{VLDB} '15},
        volume = {8},
        number = {4},
        pages = {329--340},
        doi = {10.14778/2735496.2735497},
        url = {https://doi.org/10.14778/2735496.2735497},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank Citing Paper Year Venue Pagerank
1,265 An Experimental Comparison of Thirteen Relational Equi-Joins in Main Memory 2016 SIGMOD 0.00011415709
2,566 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 8.4116562e-05
2,848 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 8.0538815e-05
3,060 SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures 2016 SIGMOD 7.8062155e-05
3,227 MG-Join: A Scalable Join for Massively Parallel Multi-GPU Architectures 2021 SIGMOD 7.6217889e-05
3,821 Distributed Subgraph Matching on Timely Dataflow 2019 VLDB 7.0933895e-05
4,243 Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS 2022 VLDB 6.8073248e-05
4,376 Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources 2017 VLDB 6.7364442e-05
4,535 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 6.6419266e-05
4,840 FPGA-based Data Partitioning 2017 SIGMOD 6.483442e-05
5,807 Improving Execution Efficiency of Just-in-time Compilation based Query Processing on GPUs 2021 VLDB 6.0805143e-05
6,572 A Morsel-Driven Query Execution Engine for Heterogeneous Multi-Cores 2019 VLDB 5.8373744e-05
7,666 Hardware-Oblivious SIMD Parallelism for In-Memory Column-Stores 2020 CIDR 5.57179e-05
10,985 Scaling GPU-Accelerated Databases beyond GPU Memory Size 2025 VLDB 5.093636e-05
11,978 Template Skycube Algorithms for Heterogeneous Parallelism on Multicore and GPU Architectures 2017 SIGMOD 5.093636e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 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 Access Path Selection in a Relational Database Management System 1979 SIGMOD 0.0024089429
29 Database Architecture Optimized for the New Bottleneck: Memory Access 1999 VLDB 0.00052093615
60 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0003955489
74 Cache Conscious Algorithms for Relational Query Processing 1994 VLDB 0.00037330605
209 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024932174
278 FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs 2010 SIGMOD 0.00022476841
305 GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management 2006 SIGMOD 0.00021872796
360 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00020182846
631 Relational Joins on Graphics Processors 2008 SIGMOD 0.00015591241
678 Fast Sort on CPUs and GPUs: A Case for Bandwidth Oblivious SIMD Sort 2010 SIGMOD 0.00015061068
823 The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013 VLDB 0.00013792901
912 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 0.00013269804
921 Query Optimization In Compressed Database Systems 2001 SIGMOD 0.00013209503
2,140 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 9.0991487e-05
2,232 Database Compression on Graphics Processors 2010 VLDB 8.8970926e-05
2,885 High-Throughput Transaction Executions on Graphics Processors 2011 VLDB 7.9969529e-05
3,178 Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS 2013 VLDB 7.6630901e-05
4,478 OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures 2013 VLDB 6.6789258e-05
4,772 Improving Database Performance on Simultaneous Multithreading Processors 2005 VLDB 6.5154736e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 10,985 Scaling GPU-Accelerated Databases beyond GPU Memory Size 2025 VLDB
2 5,807 Improving Execution Efficiency of Just-in-time Compilation based Query Processing on GPUs 2021 VLDB
3 3,791 Hardware-conscious Query Processing in GPU-accelerated Analytical Engines 2019 CIDR
4 2,504 Concurrent Analytical Query Processing with GPUs 2014 VLDB
5 11,273 OLAP on Modern Chiplet-Based Processors 2024 VLDB
6 7,113 GPUQP: Query Co-Processing Using Graphics Processors 2007 SIGMOD
7 2,713 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD
8 2,848 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD
9 1,574 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD
10 2,140 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB