GPU-accelerated data management under the test of time

Summary: Empirical analysis showing PCIe interconnects—rather than GPU compute—dominate performance limits for GPU-accelerated DBMS and weaken benefits of late materialization and data-sharing across evolving interconnects, architectures, and workloads. Proposes a hybrid eager/lazy materialization, aggressive data-sharing, and an HTAP system design that removes software-level interference, demonstrating recovered throughput and memory-bus–friendly OLAP-style transfer optimizations. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 353
Venue: CIDR
Year: 2020
Pagerank: 4.7996023e-05
Overall Rank: 7,209 | 49.85%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,327	Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects	2020	SIGMOD	7.2205738e-05
5,125	The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product	2021	VLDB	5.679423e-05
5,247	Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects	2022	SIGMOD	5.6057839e-05
6,861	HetCache: Synergising NVMe Storage and GPU acceleration for Memory-Efficient Analytics	2023	CIDR	4.905263e-05
7,155	Evaluating Multi-GPU Sorting with Modern Interconnects	2022	SIGMOD	4.8149812e-05
7,306	DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines	2022	CIDR	4.7678574e-05
7,568	Powerful GPUs or Fast Interconnects: Analyzing Relational Workloads on Modern GPUs	2025	VLDB	4.7084322e-05
9,526	One-shot Garbage Collection for In-memory OLTP through Temporality-aware Version Storage	2023	SIGMOD	4.3301008e-05
9,971	Data Movement-Aware GPU Sharing for Data-Intensive Systems	2026	CIDR	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
113	Encapsulation of Parallelism in the Volcano Query Processing System	1990	SIGMOD	0.00046764513
418	Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age	2014	SIGMOD	0.00023729211
497	Column-Stores vs. Row-Stores: How Different Are They Really?	2008	SIGMOD	0.00021716559
515	QPipe: A Simultaneously Pipelined Relational Query Engine	2005	SIGMOD	0.00021214633
1,026	Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS	2007	VLDB	0.00014589172
1,273	The Yin and Yang of Processing Data Warehousing Queries on GPU Devices	2013	VLDB	0.00012912938
1,436	Fast Checkpoint Recovery Algorithms for Frequently Consistent Applications	2011	SIGMOD	0.00011987961
1,507	BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications	2017	SIGMOD	0.00011617967
2,014	Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware	2016	VLDB	9.7904029e-05
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
3,305	Robust Query Processing in Co-Processor-accelerated Databases	2016	SIGMOD	7.2460965e-05
3,465	GPL: A GPU-based Pipelined Query Processing Engine	2016	SIGMOD	7.0695873e-05
4,363	Hardware-conscious Query Processing in GPU-accelerated Analytical Engines	2019	CIDR	6.2552614e-05
4,770	The Case For Heterogeneous HTAP	2017	CIDR	5.9338845e-05

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9,971	Data Movement-Aware GPU Sharing for Data-Intensive Systems	2026	CIDR	4.1945683e-05
2,330	Concurrent Analytical Query Processing with GPUs	2014	VLDB	9.0192228e-05
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