Event Queries on Correlated Probabilistic Streams

Summary: Lahar: an event-processing engine for correlated probabilistic streams from noisy data. Static analysis and novel algorithms yield higher recall/precision and orders-of-magnitude speedups over naive sampling. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4027
Venue: SIGMOD
Year: 2008
Pagerank: 7.141911e-05
Overall Rank: 3,398 | 76.37%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,014	Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS	2011	VLDB	0.00014640258
5,759	Indexing Correlated Probabilistic Databases	2009	SIGMOD	5.3392211e-05
5,874	Incrementally Maintaining Classification using an RDBMS	2011	VLDB	5.2930628e-05
6,144	Recognizing Patterns in Streams with Imprecise Timestamps	2010	VLDB	5.1889367e-05
6,284	Probabilistic XML via Markov Chains	2010	VLDB	5.128131e-05
6,838	Capturing Data Uncertainty in High-Volume Stream Processing	2009	CIDR	4.9109732e-05
7,754	Lineage Processing over Correlated Probabilistic Databases	2010	SIGMOD	4.6600967e-05
7,962	Access Control over Uncertain Data	2008	VLDB	4.613363e-05
8,306	Online Windowed Subsequence Matching over Probabilistic Sequences	2012	SIGMOD	4.5435639e-05
8,378	Probabilistic Management of OCR Data using an RDBMS	2012	VLDB	4.5320288e-05
9,358	Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories	2014	VLDB	4.3510473e-05
9,551	Data Integration and Data Exchange: It’s Really About Time	2013	CIDR	4.3255102e-05
10,523	Scalable Complex Event Processing on Video Streams	2025	SIGMOD	4.1945683e-05
12,042	E-Matching: Event Processing over Noisy Sequences in Real Time	2013	SIGMOD	4.1945683e-05
12,206	Distributed Inference and Query Processing for RFID Tracking and Monitoring	2011	VLDB	4.1945683e-05
12,213	Transducing Markov Sequences	2010	PODS	4.1945683e-05
12,406	Systems Aspects of Probabilistic Data Management	2008	VLDB	4.1945683e-05
13,547	Lahar Demonstration: Warehousing Markovian Streams	2009	VLDB	-

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
74	Efficient Query Evaluation on Probabilistic Databases	2004	VLDB	0.00057857292
101	ULDBs: Databases with Uncertainty and Lineage	2006	VLDB	0.0004955674
259	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00030174924
1,083	A Formal Analysis of Information Disclosure in Data Exchange	2004	SIGMOD	0.00014210752
1,268	The Dichotomy of Conjunctive Queries on Probabilistic Structures	2007	PODS	0.00012931993
1,594	Adaptive Cleaning for RFID Data Streams	2006	VLDB	0.00011222484
2,070	Temporal Management of RFID Data	2005	VLDB	9.6254139e-05
3,041	Sketching Probabilistic Data Streams	2007	SIGMOD	7.6697078e-05
3,385	Estimating Statistical Aggregates on Probabilistic Data Streams	2007	PODS	7.1580391e-05
4,233	What is "Next" in Event Processing?	2007	PODS	6.3376015e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
776	Efficient Pattern Matching over Event Streams	2008	SIGMOD	0.00016799754
3,385	Estimating Statistical Aggregates on Probabilistic Data Streams	2007	PODS	7.1580391e-05
2,340	SASE: Complex Event Processing over Streams	2007	CIDR	9.004232e-05
6,838	Capturing Data Uncertainty in High-Volume Stream Processing	2009	CIDR	4.9109732e-05
6,144	Recognizing Patterns in Streams with Imprecise Timestamps	2010	VLDB	5.1889367e-05
12,206	Distributed Inference and Query Processing for RFID Tracking and Monitoring	2011	VLDB	4.1945683e-05
11,600	Data Stream Event Prediction Based on Timing Knowledge and State Transitions	2020	VLDB	4.1945683e-05
3,041	Sketching Probabilistic Data Streams	2007	SIGMOD	7.6697078e-05
259	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00030174924
13,547	Lahar Demonstration: Warehousing Markovian Streams	2009	VLDB	-