DBScholar

Back to papers

Robust Query Processing in Co-Processor-accelerated Databases

Summary: Identifies cache thrashing and heap contention as key bottlenecks in co-processor-accelerated query engines. Proposes data-driven operator placement and query chopping; together they deliver robust, scalable performance validated on CoGaDB with TPC-H. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5189
Venue
SIGMOD
Year
2016
Pagerank
8.2122726e-05
Overall Rank
2,713 | 81.39%
DOI
10.1145/2882903.2882936

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{bre_sigmod16,
        title = {{Robust Query Processing in Co-Processor-accelerated Databases}},
        author = {Breß, Sebastian and Funke, Henning and Teubner, Jens},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2882936},
        url = {https://dl.acm.org/doi/10.1145/2882903.2882936},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 24 of 24 citing papers.

Rank Citing Paper Year Venue Pagerank
1,574 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD 0.00010321274
1,977 HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines 2019 VLDB 9.3641101e-05
2,203 Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models 2017 VLDB 8.9610447e-05
2,566 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 8.4116562e-05
3,791 Hardware-conscious Query Processing in GPU-accelerated Analytical Engines 2019 CIDR 7.1235328e-05
3,851 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 7.0735328e-05
3,890 GaccO - A GPU-accelerated OLTP DBMS 2022 SIGMOD 7.0435206e-05
3,895 The Case For Heterogeneous HTAP 2017 CIDR 7.0416054e-05
4,089 TCUDB: Accelerating Database with Tensor Processors 2022 SIGMOD 6.9096857e-05
4,243 Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS 2022 VLDB 6.8073248e-05
4,535 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 6.6419266e-05
4,585 Data-Parallel Query Processing on Non-Uniform Data 2020 VLDB 6.6175897e-05
5,587 Distributed GPU Joins on Fast RDMA-capable Networks 2023 SIGMOD 6.1596139e-05
6,277 Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines 2025 CIDR 5.9288764e-05
6,572 A Morsel-Driven Query Execution Engine for Heterogeneous Multi-Cores 2019 VLDB 5.8373744e-05
6,835 GPU-accelerated data management under the test of time 2020 CIDR 5.7584924e-05
7,058 BOSS - An Architecture for Database Kernel Composition 2024 VLDB 5.7154673e-05
7,370 Efficient Top-K Query Processing on Massively Parallel Hardware 2018 SIGMOD 5.6313494e-05
7,458 AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing 2018 SIGMOD 5.6121707e-05
8,374 SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries 2020 SIGMOD 5.4399097e-05
8,808 Scaling your Hybrid CPU-GPU DBMS to Multiple GPUs 2024 VLDB 5.3661351e-05
9,873 Workload Placement on Heterogeneous CPU-GPU Systems 2024 VLDB 5.2043672e-05
10,475 NSHEDB: Noise-Sensitive Homomorphic Encrypted Database Query Engine 2026 SIGMOD 5.093636e-05
10,691 Flux: Unifying Heterogeneous Infrastructure for Alibaba AnalyticDB 2025 SIGMOD 5.093636e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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

Rank Cited Paper Year Venue Pagerank
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.0006312782
23 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
241 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023654664
256 Data-Oriented Transaction Execution 2010 VLDB 0.00023172982
345 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00020656723
383 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00019520728
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
922 Data Processing on FPGAs 2009 VLDB 0.00013207382
1,024 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.0001258839
2,140 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 9.0991487e-05
2,504 Concurrent Analytical Query Processing with GPUs 2014 VLDB 8.4963369e-05
3,435 Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach 2015 VLDB 7.4172582e-05
4,330 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 6.7563122e-05
4,478 OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures 2013 VLDB 6.6789258e-05
5,092 Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware 2014 VLDB 6.3669454e-05
6,825 Demonstrating Efficient Query Processing in Heterogeneous Environments 2014 SIGMOD 5.7622696e-05
Previous Page 1 / 1 Next

Semantically Similar Papers