Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources

Summary: Adaptive work placement for query processing on heterogeneous resources. An intermediate-result cardinality-agnostic placement sequence via an extensible virtualization layer, enabling broad DBMS applicability and OLAP gains on heterogeneous hardware. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11568
Venue: VLDB
Year: 2017
Pagerank: 5.7752801e-05
Overall Rank: 4,999 | 65.23%
DOI: -

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,287	Pipelined Query Processing in Coprocessor Environments	2018	SIGMOD	9.0972606e-05
2,651	HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines	2019	VLDB	8.3694317e-05
3,327	Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects	2020	SIGMOD	7.2205738e-05
5,019	Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS	2022	VLDB	5.7559197e-05
5,559	Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines	2025	CIDR	5.4340893e-05
6,453	Vortex: Overcoming Memory Capacity Limitations in GPU-Accelerated Large-Scale Data Analytics	2025	VLDB	5.0571108e-05
6,863	Declarative Sub-Operators for Universal Data Processing	2023	VLDB	4.905092e-05
7,137	AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing	2018	SIGMOD	4.8217393e-05
8,846	Scaling your Hybrid CPU-GPU DBMS to Multiple GPUs	2024	VLDB	4.4372012e-05
9,731	Workload Placement on Heterogeneous CPU-GPU Systems	2024	VLDB	4.2942813e-05
10,405	Flux: Unifying Heterogeneous Infrastructure for Alibaba AnalyticDB	2025	SIGMOD	4.1945683e-05
10,714	Towards Designing Future-Proof Data Processing Systems	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076197749
60	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.00064439773
71	How Good Are Query Optimizers, Really?	2016	VLDB	0.00059038975
99	On the Propagation of Errors in the Size of Join Results	1991	SIGMOD	0.00050022914
418	Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age	2014	SIGMOD	0.00023729211
775	Relational Joins on Graphics Processors	2008	SIGMOD	0.00016823862
950	Data Processing on FPGAs	2009	VLDB	0.00015108484
1,273	The Yin and Yang of Processing Data Warehousing Queries on GPU Devices	2013	VLDB	0.00012912938
1,287	Hardware-Oblivious Parallelism for In-Memory Column-Stores	2013	VLDB	0.00012820443
2,330	Concurrent Analytical Query Processing with GPUs	2014	VLDB	9.0192228e-05
3,696	Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS	2013	VLDB	6.834483e-05
3,993	Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach	2015	VLDB	6.5534805e-05
4,085	In-Cache Query Co-Processing on Coupled CPU-GPU Architectures	2015	VLDB	6.4620277e-05
5,814	Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration	2016	SIGMOD	5.3167137e-05

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8,861	A Model for Query Execution Over Heterogeneous Instances	2024	CIDR	4.4331977e-05
9,731	Workload Placement on Heterogeneous CPU-GPU Systems	2024	VLDB	4.2942813e-05
4,610	Deployment of Query Plans on Multicores	2015	VLDB	6.0516573e-05
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4,363	Hardware-conscious Query Processing in GPU-accelerated Analytical Engines	2019	CIDR	6.2552614e-05
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11,066	OLAP on Modern Chiplet-Based Processors	2024	VLDB	4.1945683e-05
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