STORM: Spatio-Temporal Online Reasoning and Management of Large Spatio-Temporal Data

Summary: STORM enables online reasoning and management of large spatio-temporal data. Novel spatial online sampling fuels interactive spatio-temporal analytics; online aggregates with quality guarantees yield immediate approximations, tightening as execution progresses. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4988
Venue: SIGMOD
Year: 2015
Pagerank: 4.1945683e-05
Overall Rank: 11,913 | 17.13%
DOI: 10.1145/2723372.2735373

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 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	0.0010801504
217	Ripple Joins for Online Aggregation	1999	SIGMOD	0.00033536712
357	Random Sampling from B+ trees	1989	VLDB	0.00026020098
1,152	Blink and It's Done: Interactive Queries on Very Large Data	2012	VLDB	0.00013645792
1,425	Scalable Approximate Query Processing With The DBO Engine	2007	SIGMOD	0.00012051353
1,464	Online Aggregation for Large MapReduce Jobs	2011	VLDB	0.00011865546
1,846	Combining User Interaction, Speculative Query Execution and Sampling in the DICE System	2014	VLDB	0.00010335419
2,203	Independent Range Sampling	2014	PODS	9.2981095e-05
2,300	A Demonstration of SpatialHadoop: An Efficient MapReduce Framework for Spatial Data	2013	VLDB	9.0677864e-05
2,365	The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing	2014	SIGMOD	8.9551432e-05
2,981	Efficient Spatial Sampling of Large Geographical Tables	2012	SIGMOD	7.7809306e-05
2,995	A Sampling Algebra for Aggregate Estimation	2013	VLDB	7.7587199e-05
5,252	Error-bounded Sampling for Analytics on Big Sparse Data	2014	VLDB	5.6024389e-05
5,817	Derby/S: A DBMS for Sample-Based Query Answering	2006	SIGMOD	5.3156799e-05
5,868	ABS: a System for Scalable Approximate Queries with Accuracy Guarantees	2014	SIGMOD	5.2959352e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
12,568	Complex Spatio-Temporal Pattern Queries	2005	VLDB	4.1945683e-05
12,005	Design and Implementation of a Real-Time Interactive Analytics System for Large Spatio-Temporal Data	2014	VLDB	4.1945683e-05
5,211	Tornado: A System For Real-Time Iterative Analysis Over Evolving Data	2016	SIGMOD	5.6284829e-05
4,029	Spatial Online Sampling and Aggregation	2016	VLDB	6.51315e-05
8,207	SQLStorm: Taking Database Benchmarking into the LLM Era	2025	VLDB	4.5583637e-05
11,909	CE-Storm: Confidential Elastic Processing of Data Streams	2015	SIGMOD	4.1945683e-05
288	Storm @Twitter	2014	SIGMOD	0.00028939871
11,730	DataStorm-FE: A Data- and Decision-Flow and Coordination Engine for Coupled Simulation Ensembles	2018	VLDB	4.1945683e-05
7,573	Squall: Scalable Real-time Analytics	2016	VLDB	4.7071608e-05
8,073	Tornado: A Distributed Spatio-Textual Stream Processing System	2015	VLDB	4.5919735e-05