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: 11569
Venue: VLDB
Year: 2017
Pagerank: 5.7697228e-05
Overall Rank: 4,996 | 65.28%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,292	Pipelined Query Processing in Coprocessor Environments	2018	SIGMOD	9.0884645e-05
2,659	HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines	2019	VLDB	8.3615158e-05
3,328	Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects	2020	SIGMOD	7.2136181e-05
5,018	Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS	2022	VLDB	5.7503878e-05
5,567	Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines	2025	CIDR	5.4288714e-05
6,451	Vortex: Overcoming Memory Capacity Limitations in GPU-Accelerated Large-Scale Data Analytics	2025	VLDB	5.0522576e-05
6,863	Declarative Sub-Operators for Universal Data Processing	2023	VLDB	4.9003859e-05
7,136	AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing	2018	SIGMOD	4.8171467e-05
8,846	Scaling your Hybrid CPU-GPU DBMS to Multiple GPUs	2024	VLDB	4.432948e-05
9,730	Workload Placement on Heterogeneous CPU-GPU Systems	2024	VLDB	4.2901665e-05
10,416	Flux: Unifying Heterogeneous Infrastructure for Alibaba AnalyticDB	2025	SIGMOD	4.1905499e-05
10,721	Towards Designing Future-Proof Data Processing Systems	2025	VLDB	4.1905499e-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	0.00076209479
59	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.0006445664
71	How Good Are Query Optimizers, Really?	2016	VLDB	0.00059446482
100	On the Propagation of Errors in the Size of Join Results	1991	SIGMOD	0.00050033475
417	Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age	2014	SIGMOD	0.00023734582
771	Relational Joins on Graphics Processors	2008	SIGMOD	0.00016813054
948	Data Processing on FPGAs	2009	VLDB	0.0001510759
1,271	The Yin and Yang of Processing Data Warehousing Queries on GPU Devices	2013	VLDB	0.00012900735
1,285	Hardware-Oblivious Parallelism for In-Memory Column-Stores	2013	VLDB	0.00012809552
2,336	Concurrent Analytical Query Processing with GPUs	2014	VLDB	9.0106308e-05
3,698	Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS	2013	VLDB	6.8278944e-05
3,994	Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach	2015	VLDB	6.5476357e-05
4,089	In-Cache Query Co-Processing on Coupled CPU-GPU Architectures	2015	VLDB	6.4559891e-05
5,826	Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration	2016	SIGMOD	5.3116062e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
8,861	A Model for Query Execution Over Heterogeneous Instances	2024	CIDR	4.4289485e-05
9,730	Workload Placement on Heterogeneous CPU-GPU Systems	2024	VLDB	4.2901665e-05
4,609	Deployment of Query Plans on Multicores	2015	VLDB	6.0458679e-05
2,437	OLTP on Hardware Islands	2012	VLDB	8.8206221e-05
7,713	Query Centric Partitioning and Allocation for Partially Replicated Database Systems	2017	SIGMOD	4.6662571e-05
3,331	Adapting to Source Properties in Processing Data Integration Queries	2004	SIGMOD	7.2094696e-05
4,359	Hardware-conscious Query Processing in GPU-accelerated Analytical Engines	2019	CIDR	6.2493951e-05
7,914	Resource Bricolage for Parallel Database Systems	2015	VLDB	4.6136905e-05
11,069	OLAP on Modern Chiplet-Based Processors	2024	VLDB	4.1905499e-05
7,038	Demonstrating Efficient Query Processing in Heterogeneous Environments	2014	SIGMOD	4.8500241e-05