Back to papers
GaccO - A GPU-accelerated OLTP DBMS
Summary: GaccO is a main-memory OLTP DBMS with a CPU-GPU co-execution model that splits OLTP workloads across devices. It batches transactions by type to exploit vectorized GPU execution and uses CPU memory to scale beyond GPU memory, delivering up to 6x speedups on TPC-C.
(summarized by gpt-5-nano on Feb 09 2026)
Paper ID
6390
Venue
SIGMOD
Year
2022
Pagerank
7.0435206e-05
Overall Rank
3,890 | 73.32%
DOI
10.1145/3514221.3517876
Incoming Non-self Citations Over Time
BibTeX Citation
@inproceedings{boeschen_sigmod22,
title = {{GaccO - A GPU-accelerated OLTP DBMS}},
author = {Boeschen, Nils and Binnig, Carsten},
series = {{SIGMOD} '22},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3514221.3517876},
url = {https://dl.acm.org/doi/10.1145/3514221.3517876},
year = {2022}
}
Incoming Citations (Sorted by Pagerank)
Showing 12 of 12 citing papers.
Rank
Citing Paper
Year
Venue
Pagerank
5,053
RTIndex: Exploiting Hardware-Accelerated GPU Raytracing for Database Indexing 2023
VLDB
6.3844953e-05
5,422
GPU Database Systems Characterization and Optimization 2024
VLDB
6.2245373e-05
7,058
BOSS - An Architecture for Database Kernel Composition 2024
VLDB
5.7154673e-05
8,716
nsDB: Architecting the Next Generation Database by Integrating Neural and Symbolic Systems 2024
VLDB
5.3776746e-05
9,511
DPDPU: Data Processing with DPUs 2025
CIDR
5.25736e-05
9,873
Workload Placement on Heterogeneous CPU-GPU Systems 2024
VLDB
5.2043672e-05
10,026
DASH: Asynchronous Hardware Data Processing Services 2023
CIDR
5.1757112e-05
10,409
TQEx: Tensor-based Query Engine Enhanced by Bridging the Gap 2026
SIGMOD
5.093636e-05
10,700
TXSQL: Lock Optimizations Towards High Contented Workloads 2025
SIGMOD
5.093636e-05
10,950
Efficient Graph Data Access for Out-of-Memory GPU Streaming Graph Processing 2025
VLDB
5.093636e-05
10,971
No Cap, This Memory Slaps: Breaking Through the Memory Wall of Transactional Database Systems with Processing-in-Memory 2025
VLDB
5.093636e-05
11,231
Accelerating Merkle Patricia Trie with GPU 2024
VLDB
5.093636e-05
Outgoing Citations (Sorted by Pagerank)
Showing 29 of 29 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Rank
Cited Paper
Year
Venue
Pagerank
57
Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012
SIGMOD
0.00040139242
172
High-Performance Concurrency Control Mechanisms for Main-Memory Databases 2012
VLDB
0.00027281663
245
Serializable Isolation for Snapshot Databases 2008
SIGMOD
0.00023458287
256
Data-Oriented Transaction Execution 2010
VLDB
0.00023172982
473
Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores 2015
VLDB
0.00017900942
760
Cicada: Dependably Fast Multi-Core In-Memory Transactions 2017
SIGMOD
0.0001425909
823
The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013
VLDB
0.00013792901
1,020
Blurring the Lines between Blockchains and Database Systems: the Case of Hyperledger Fabric 2019
SIGMOD
0.00012616838
1,063
High Performance Transactions via Early Write Visibility 2017
VLDB
0.00012343623
1,141
Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores 2017
VLDB
0.0001200422
1,315
Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012
VLDB
0.00011181796
1,325
TicToc: Time Traveling Optimistic Concurrency Control 2016
SIGMOD
0.00011147309
1,334
Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering 2019
VLDB
0.00011123567
1,345
The End of a Myth: Distributed Transactions Can Scale 2017
VLDB
0.00011090483
1,347
X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019
SIGMOD
0.00011073571
1,574
Pipelined Query Processing in Coprocessor Environments 2018
SIGMOD
0.00010321274
2,566
Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020
SIGMOD
8.4116562e-05
2,713
Robust Query Processing in Co-Processor-accelerated Databases 2016
SIGMOD
8.2122726e-05
2,885
High-Throughput Transaction Executions on Graphics Processors 2011
VLDB
7.9969529e-05
3,013
Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020
VLDB
7.8518631e-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
3,860
Analyzing the Impact of System Architecture on the Scalability of OLTP Engines for High-Contention Workloads 2018
VLDB
7.0670192e-05
4,478
OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures 2013
VLDB
6.6789258e-05
4,585
Data-Parallel Query Processing on Non-Uniform Data 2020
VLDB
6.6175897e-05
5,092
Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware 2014
VLDB
6.3669454e-05
5,686
OLTPShare: The Case for Sharing in OLTP Workloads 2018
VLDB
6.1220514e-05
5,807
Improving Execution Efficiency of Just-in-time Compilation based Query Processing on GPUs 2021
VLDB
6.0805143e-05
7,113
GPUQP: Query Co-Processing Using Graphics Processors 2007
SIGMOD
5.6985502e-05
9,607
Sharing Opportunities for OLTP Workloads in Different Isolation Levels 2020
VLDB
5.2473912e-05
Semantically Similar Papers
#
Overall Rank
Paper
Year
Venue
1
3,471
In-Cache Query Co-Processing on Coupled CPU-GPU Architectures 2015
VLDB
2
6,811
GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database 2023
SIGMOD
3
2,848
GPL: A GPU-based Pipelined Query Processing Engine 2016
SIGMOD
4
2,504
Concurrent Analytical Query Processing with GPUs 2014
VLDB
5
10,985
Scaling GPU-Accelerated Databases beyond GPU Memory Size 2025
VLDB
6
7,113
GPUQP: Query Co-Processing Using Graphics Processors 2007
SIGMOD
7
1,666
HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics 2016
VLDB
8
5,778
GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP 2024
SIGMOD
9
2,713
Robust Query Processing in Co-Processor-accelerated Databases 2016
SIGMOD
10
2,885
High-Throughput Transaction Executions on Graphics Processors 2011
VLDB