On Improving User Response Times in Tableau

Summary: End-to-end study of Tableau's query processor, caches, Data Engine, and Data Server for interactive analytics with ad-hoc workloads. Caching, prefetching, and inter- and intra-query parallelism to boost backend utilization and cut latency. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: h2a4ec947a422bc6c
Venue: SIGMOD
Year: 2015
Pagerank: 8.1188166e-05
Overall Rank: 2,700 | 81.85%
DOI: 10.1145/2723372.2742799

Incoming Non-self Citations Over Time

Authors

1. Pawel Terlecki (Tableau Research)
2. Fei Xu (Tableau Research)
3. Marianne Shaw (Tableau Research)
4. Valeri Kim (Tableau Research)
5. Richard Wesley (Tableau Research)

BibTeX Citation

@inproceedings{terlecki_sigmod15,
        title = {{On Improving User Response Times in Tableau}},
        author = {Terlecki, Pawel and Xu, Fei and Shaw, Marianne and Kim, Valeri and Wesley, Richard},
        series = {{SIGMOD} '15},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2723372.2742799},
        url = {https://dl.acm.org/doi/10.1145/2723372.2742799},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
924	Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System	2017	VLDB	0.00013057136
1,746	SMOKE: Fine-grained Lineage at Interactive Speed	2018	VLDB	9.7341914e-05
1,877	Making the Case for Query-by-Voice with EchoQuery	2016	SIGMOD	9.4533419e-05
2,777	DBPal: A Learned NL-Interface for Databases	2018	SIGMOD	8.0302257e-05
5,862	SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data	2020	SIGMOD	5.9675576e-05
9,781	Optimizing Dataflow Systems for Scalable Interactive Visualization	2024	SIGMOD	5.1300393e-05

Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
1	Access Path Selection in a Relational Database Management System	1979	SIGMOD	0.0023947656
14	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00064031282
102	Efficient Optimization of a Class of Relational Expressions	1978	SIGMOD	0.00033914384
129	Efficient and Extensible Algorithms for Multi Query Optimization	2000	SIGMOD	0.0003040756
310	Optimization of Real Conjunctive Queries	1993	PODS	0.00021374145
331	Column-Stores vs. Row-Stores: How Different Are They Really?	2008	SIGMOD	0.0002077683
416	Semantic Data Caching and Replacement	1996	VLDB	0.00018658244
553	Optimizing Queries Using Materialized Views: A Practical, Scalable Solution	2001	SIGMOD	0.0001652591
577	The GMAP: A Versatile Tool for Physical Data Independence	1994	VLDB	0.00016118789
831	Pipelining in Multi-Query Optimization	2001	PODS	0.00013589597
2,084	An Architecture for Recycling Intermediates in a Column-store	2009	SIGMOD	9.0716512e-05
2,178	Combining User Interaction, Speculative Query Execution and Sampling in the DICE System	2014	VLDB	8.9152266e-05
3,283	An Analytic Data Engine for Visualization in Tableau	2011	SIGMOD	7.4562243e-05
3,313	Scheduling Shared Scans of Large Data Files	2008	VLDB	7.4383267e-05
3,315	On the Complexity of Equivalence between Recursive and Nonrecursive Datalog Programs	1994	PODS	7.4376793e-05
3,870	On the Complexity of the Containment Problem for Conjunctive Queries with Built-in Predicates	1998	PODS	6.9551842e-05
5,338	Dynamic Workload Driven Data Integration in Tableau	2012	SIGMOD	6.1744641e-05
6,984	Leveraging Compression in the Tableau Data Engine	2014	SIGMOD	5.6285605e-05

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2	4,832	ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data	2018	VLDB
3	7,253	Continuous Prefetch for Interactive Data Applications	2020	SIGMOD
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6	3,560	Interactive Analysis of Web-Scale Data	2009	CIDR
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