Interactive Analysis of Web-Scale Data

Summary: Proposes a general two-phase query model for web-scale data: users provide a query template (offline) and later submit instantiations for low-latency, interactive exploration. Generalizes OLAP/search patterns and focuses on system techniques to guarantee interactivity at scale. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 120
Venue: CIDR
Year: 2009
Pagerank: 6.4936745e-05
Overall Rank: 4,052 | 71.82%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,204	VerdictDB: Universalizing Approximate Query Processing	2018	SIGMOD	0.00013319541
1,574	Approximate Query Processing: No Silver Bullet	2017	SIGMOD	0.00011287495
1,846	Combining User Interaction, Speculative Query Execution and Sampling in the DICE System	2014	VLDB	0.00010335419
2,365	The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing	2014	SIGMOD	8.9551432e-05
2,580	Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee	2016	SIGMOD	8.5058814e-05
2,588	Database Learning: Toward a Database that Becomes Smarter Every Time	2017	SIGMOD	8.4909562e-05
5,868	ABS: a System for Scalable Approximate Queries with Accuracy Guarantees	2014	SIGMOD	5.2959352e-05
7,534	Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams	2022	VLDB	4.7180004e-05
7,878	DBToaster: Agile Views in a Dynamic Data Management System	2011	CIDR	4.6295401e-05
11,539	FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data	2021	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
2	R-Trees: A Dynamic Index Structure For Spatial Searching	1984	SIGMOD	0.0032169493
14	Online Aggregation	1997	SIGMOD	0.0010801504
53	PNUTS: Yahoo!'s Hosted Data Serving Platform	2008	VLDB	0.00066144767
76	Spatial Query Processing in an Object-Oriented Database System	1986	SIGMOD	0.00057303551
117	An Effective Hash-Based Algorithm for Mining Association Rules	1995	SIGMOD	0.00045896865
158	Automated Selection of Materialized Views and Indexes for SQL Databases	2000	VLDB	0.00040071492
1,249	Fractals for Secondary Key Retrieval	1989	PODS	0.00013044758

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,441	Interactive Data Exploration Using Semantic Windows	2014	SIGMOD	7.0914601e-05
9,631	Approximate Query Processing for Interactive Data Science	2017	SIGMOD	4.3135157e-05
4,758	Optimization for Active Learning-based Interactive Database Exploration	2019	VLDB	5.9422515e-05
6,564	SnapToQuery: Providing Interactive Feedback during Exploratory Query Specification	2015	VLDB	5.0087945e-05
5,810	Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data	2020	SIGMOD	5.3178017e-05
6,444	Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines	2018	SIGMOD	5.059132e-05
4,614	Interactive Summarization and Exploration of Top Aggregate Query Answers	2018	VLDB	6.0467204e-05
1,599	Formal Models of Web Queries	1997	PODS	0.00011202032
4,755	Indexing for Interactive Exploration of Big Data Series	2014	SIGMOD	5.946863e-05
994	Assisted Querying using Instant-Response Interfaces	2007	SIGMOD	0.00014755845