DBScholar

Back to papers

No Silver Bullet: Boosting GaussDB Performance on the 30TB TPC-H Workload

Summary: GaussDB achieves a 40% improvement over the best published 30TB TPC-H result through coordinated systems engineering rather than a single breakthrough. Key techniques include pipelined execution, scalable shuffle, unified bus/remote memory access, and distributed Bloom-filter streaming. (summarized by gpt-5.6-luna on Aug 28 2026)

Paper ID
h93d688ae791024e8
Venue
VLDB
Year
2026
Pagerank
4.9605343e-05
Overall Rank
10,987 | 26.36%
DOI
10.14778/3827998.3828014
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

BibTeX Citation

@article{zeyl_vldb26,
        title = {{No Silver Bullet: Boosting GaussDB Performance on the 30TB TPC-H Workload}},
        author = {Zeyl, Tim and Lam, Jason and Lin, Shu and Pournaghi, Reza and Cheng, Qi and Wong, Calvin and Du, Kaixiang and He, Yuliang and Sun, Yang and Wang, Weicheng and Lee, Paul and Ruo, Chen and Xinyi, Yang and Qunan, Li and Junjie, Wang and Dongxing, Hu and Chen, Chong and Larson, Per-Åke},
        journal = {PVLDB},
        series = {{VLDB} '26},
        volume = {19},
        number = {12},
        pages = {4036--4048},
        doi = {10.14778/3827998.3828014},
        url = {https://doi.org/10.14778/3827998.3828014},
        year = {2026}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank Citing Paper Year Venue Pagerank
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 24 of 24 cited papers.

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

Rank Cited Paper Year Venue Pagerank
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056737487
83 Hashing Methods and Relational Algebra Operations 1984 VLDB 0.00035942723
93 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00034518001
213 Eager Aggregation and Lazy Aggregation 1995 VLDB 0.00024695393
215 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00024554257
396 R* Optimizer Validation and Performance Evaluation for Local Queries 1986 SIGMOD 0.00019119719
928 The End of Slow Networks: It's Time for a Redesign 2016 VLDB 0.00013012601
1,025 High-Speed Query Processing over High-Speed Networks 2016 VLDB 0.00012396134
1,659 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9440956e-05
1,958 Quantifying TPC-H Choke Points and Their Optimizations 2020 VLDB 9.2894133e-05
2,527 Adaptive and Big Data Scale Parallel Execution in Oracle 2013 VLDB 8.3243069e-05
3,847 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 6.9668258e-05
4,264 Divide & Conquer-based Inclusion Dependency Discovery 2015 VLDB 6.6809569e-05
4,274 Query Optimization in Oracle 12c Database In-Memory 2015 VLDB 6.6754819e-05
4,396 Predicate Transfer: Efficient Pre-Filtering on Multi-Join Queries 2024 CIDR 6.6072577e-05
4,809 Applying Hash Filters to Improving the Execution of Bushy Trees 1993 VLDB 6.3910269e-05
4,971 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 6.3209003e-05
5,132 Efficient Estimation of Inclusion Coefficient using HyperLogLog Sketches 2018 VLDB 6.2462533e-05
5,337 Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern Networks 2020 SIGMOD 6.1613626e-05
7,483 T3: Accurate and Fast Performance Prediction for Relational Database Systems With Compiled Decision Trees 2025 SIGMOD 5.5007125e-05
7,949 Including Bloom Filters in Bottom-up Optimization 2025 SIGMOD 5.4031665e-05
8,291 Accelerate Distributed Joins with Predicate Transfer 2025 SIGMOD 5.3445863e-05
8,900 Twisted Twin: A Collaborative and Competitive Memory Management Approach in HTAP Systems 2025 VLDB 5.2400828e-05
10,096 Discovering Approximate Inclusion Dependencies 2025 VLDB 5.068372e-05
Previous Page 1 / 1 Next

Semantically Similar Papers