TPC-DS, Taking Decision Support Benchmarking to the Next Level

Summary: TPC-DS to advance decision-support benchmarking with a next-generation workload. It models retail DSS using snowflake schemas and shared dimensions, with data skew, a large query set, and data loading/maintenance—delivering realism beyond prior benchmarks. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3384
Venue: SIGMOD
Year: 2002
Pagerank: 7.3294564e-05
Overall Rank: 3,236 | 77.52%
DOI: -

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
659	The Making of TPC-DS	2006	VLDB	0.00018514913
2,937	DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems	2021	VLDB	7.8552033e-05
3,800	Why You Should Run TPC-DS: A Workload Analysis	2007	VLDB	6.7529849e-05
4,464	LOGER: A Learned Optimizer towards Generating Efficient and Robust Query Execution Plans	2023	VLDB	6.1552798e-05
5,657	FluxQuery: An Execution Framework for Highly Interactive Query Workloads	2016	SIGMOD	5.3873634e-05
7,461	Scalable Multi-Query Execution using Reinforcement Learning	2021	SIGMOD	4.7193668e-05
8,390	Goals and Benchmarks for Autonomic Configuration Recommenders	2005	SIGMOD	4.524666e-05
8,479	Can Large Language Models Be Query Optimizer for Relational Databases?	2026	SIGMOD	4.4967983e-05
9,811	A Practical Theory of Generalization in Selectivity Learning	2025	VLDB	4.2742278e-05
9,870	From Logs to Causal Inference: Diagnosing Large Systems	2025	VLDB	4.2626861e-05
10,156	Divo: Learning a Stable and Effective Query Optimizer with a Diverse Workload	2026	SIGMOD	4.1905499e-05
10,225	LIO: A lightweight and interpretable query optimizer based on an evolutionary forest	2026	VLDB	4.1905499e-05
10,372	Soft and Constrained Hypertree Width	2025	PODS	4.1905499e-05
10,590	Causal DAG Summarization	2025	VLDB	4.1905499e-05
10,627	Data-Agnostic Cardinality Learning from Imperfect Workloads	2025	VLDB	4.1905499e-05
10,660	The LDBC Financial Benchmark: Transaction Workload	2025	VLDB	4.1905499e-05
11,535	Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters	2021	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank

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659	The Making of TPC-DS	2006	VLDB	0.00018514913