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: 6.5076279e-05
Overall Rank: 4,037 | 71.95%
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
1,161	VerdictDB: Universalizing Approximate Query Processing	2018	SIGMOD	0.00013579831
1,574	Approximate Query Processing: No Silver Bullet	2017	SIGMOD	0.00011289028
1,849	Combining User Interaction, Speculative Query Execution and Sampling in the DICE System	2014	VLDB	0.00010331082
2,424	The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing	2014	SIGMOD	8.8415494e-05
2,583	Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee	2016	SIGMOD	8.4973431e-05
2,589	Database Learning: Toward a Database that Becomes Smarter Every Time	2017	SIGMOD	8.4868591e-05
5,867	ABS: a System for Scalable Approximate Queries with Accuracy Guarantees	2014	SIGMOD	5.2933639e-05
7,533	Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams	2022	VLDB	4.7134753e-05
7,880	DBToaster: Agile Views in a Dynamic Data Management System	2011	CIDR	4.6250755e-05
11,543	FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data	2021	VLDB	4.1905499e-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	0.0032118946
14	Online Aggregation	1997	SIGMOD	0.0010813443
54	PNUTS: Yahoo!'s Hosted Data Serving Platform	2008	VLDB	0.0006582344
75	Spatial Query Processing in an Object-Oriented Database System	1986	SIGMOD	0.00057450043
117	An Effective Hash-Based Algorithm for Mining Association Rules	1995	SIGMOD	0.00045914132
160	Automated Selection of Materialized Views and Indexes for SQL Databases	2000	VLDB	0.00040053897
1,250	Fractals for Secondary Key Retrieval	1989	PODS	0.00013037936

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,441	Interactive Data Exploration Using Semantic Windows	2014	SIGMOD	7.0891447e-05
9,631	Approximate Query Processing for Interactive Data Science	2017	SIGMOD	4.3095152e-05
4,755	Optimization for Active Learning-based Interactive Database Exploration	2019	VLDB	5.9375171e-05
6,587	SnapToQuery: Providing Interactive Feedback during Exploratory Query Specification	2015	VLDB	4.9972702e-05
5,815	Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data	2020	SIGMOD	5.3158788e-05
6,448	Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines	2018	SIGMOD	5.0532741e-05
4,608	Interactive Summarization and Exploration of Top Aggregate Query Answers	2018	VLDB	6.046643e-05
1,601	Formal Models of Web Queries	1997	PODS	0.00011197057
4,751	Indexing for Interactive Exploration of Big Data Series	2014	SIGMOD	5.9411478e-05
994	Assisted Querying using Instant-Response Interfaces	2007	SIGMOD	0.00014745808