Davos: A System for Interactive Data-Driven Decision Making

Summary: Davos, Einblick's backend for interactive prescriptive analytics, blends progressive computation, approximate query processing, and sampling to support user-defined operations. Multi-tenant collaboration; evaluations show strong decision-support gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12499
Venue: VLDB
Year: 2021
Pagerank: 8.2349824e-05
Overall Rank: 2,720 | 81.10%
DOI: 10.14778/3476311.3476370

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,846	ML-Asset Management: Curation, Discovery, and Utilization	2025	VLDB	4.1905499e-05
11,033	VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System	2024	VLDB	4.1905499e-05
11,274	Building a Collaborative Data Analytics System: Opportunities and Challenges	2023	VLDB	4.1905499e-05
11,316	Augmenting Decision Making via Interactive What-If Analysis	2022	CIDR	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
14	Online Aggregation	1997	SIGMOD	0.0010813443
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076209479
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048217028
431	The Aqua Approximate Query Answering System	1999	SIGMOD	0.00023397171
736	Congressional Samples for Approximate Answering of Group-By Queries	2000	SIGMOD	0.00017414831
1,425	Scalable Approximate Query Processing With The DBO Engine	2007	SIGMOD	0.00012044433
1,588	Druid: A Real-time Analytical Data Store	2014	SIGMOD	0.00011232949
1,875	An Architecture for Compiling UDF-centric Workflows	2015	VLDB	0.00010243959
2,126	IDEBench: A Benchmark for Interactive Data Exploration	2020	SIGMOD	9.4814404e-05
2,253	Vizdom: Interactive Analytics through Pen and Touch	2015	VLDB	9.1886315e-05
2,354	G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data	2015	SIGMOD	8.9748896e-05
3,944	AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics	2018	SIGMOD	6.6056349e-05

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