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: 4028
Venue: SIGMOD
Year: 2008
Pagerank: 7.1402267e-05
Overall Rank: 3,395 | 76.41%
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
1,015	Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS	2011	VLDB	0.00014630577
5,767	Indexing Correlated Probabilistic Databases	2009	SIGMOD	5.3341473e-05
5,884	Incrementally Maintaining Classification using an RDBMS	2011	VLDB	5.2864334e-05
6,148	Recognizing Patterns in Streams with Imprecise Timestamps	2010	VLDB	5.1838459e-05
6,284	Probabilistic XML via Markov Chains	2010	VLDB	5.1232186e-05
6,837	Capturing Data Uncertainty in High-Volume Stream Processing	2009	CIDR	4.9063121e-05
7,754	Lineage Processing over Correlated Probabilistic Databases	2010	SIGMOD	4.6556861e-05
7,965	Access Control over Uncertain Data	2008	VLDB	4.6089395e-05
8,300	Online Windowed Subsequence Matching over Probabilistic Sequences	2012	SIGMOD	4.5392079e-05
8,377	Probabilistic Management of OCR Data using an RDBMS	2012	VLDB	4.5277353e-05
9,365	Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories	2014	VLDB	4.3468776e-05
9,588	Data Integration and Data Exchange: It’s Really About Time	2013	CIDR	4.3175708e-05
10,532	Scalable Complex Event Processing on Video Streams	2025	SIGMOD	4.1905499e-05
12,050	E-Matching: Event Processing over Noisy Sequences in Real Time	2013	SIGMOD	4.1905499e-05
12,214	Distributed Inference and Query Processing for RFID Tracking and Monitoring	2011	VLDB	4.1905499e-05
12,221	Transducing Markov Sequences	2010	PODS	4.1905499e-05
12,415	Systems Aspects of Probabilistic Data Management	2008	VLDB	4.1905499e-05
13,560	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	0.00057797415
103	ULDBs: Databases with Uncertainty and Lineage	2006	VLDB	0.00049520051
259	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00030155645
1,082	A Formal Analysis of Information Disclosure in Data Exchange	2004	SIGMOD	0.00014196516
1,269	The Dichotomy of Conjunctive Queries on Probabilistic Structures	2007	PODS	0.00012911894
1,595	Adaptive Cleaning for RFID Data Streams	2006	VLDB	0.0001121094
2,078	Temporal Management of RFID Data	2005	VLDB	9.6012378e-05
3,047	Sketching Probabilistic Data Streams	2007	SIGMOD	7.6537004e-05
3,391	Estimating Statistical Aggregates on Probabilistic Data Streams	2007	PODS	7.1427968e-05
4,233	What is "Next" in Event Processing?	2007	PODS	6.3321186e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
772	Efficient Pattern Matching over Event Streams	2008	SIGMOD	0.00016790632
3,391	Estimating Statistical Aggregates on Probabilistic Data Streams	2007	PODS	7.1427968e-05
2,341	SASE: Complex Event Processing over Streams	2007	CIDR	9.0009661e-05
6,837	Capturing Data Uncertainty in High-Volume Stream Processing	2009	CIDR	4.9063121e-05
6,148	Recognizing Patterns in Streams with Imprecise Timestamps	2010	VLDB	5.1838459e-05
12,214	Distributed Inference and Query Processing for RFID Tracking and Monitoring	2011	VLDB	4.1905499e-05
11,604	Data Stream Event Prediction Based on Timing Knowledge and State Transitions	2020	VLDB	4.1905499e-05
3,047	Sketching Probabilistic Data Streams	2007	SIGMOD	7.6537004e-05
259	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00030155645
13,560	Lahar Demonstration: Warehousing Markovian Streams	2009	VLDB	-