Adaptive Cleaning for RFID Data Streams

Summary: Declarative, adaptive SMURF treats RFID readings as samples from the physical world and infers the optimal smoothing window. Uses binomial sampling and pi-estimators to adaptively set smoothing window, enabling principled, accurate RFID data cleaning. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9623
Venue: VLDB
Year: 2006
Pagerank: 0.00011130651
Overall Rank: 1,331 | 90.87%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Shawn R. Jeffery (University of California Berkeley)
2. Minos Garofalakis (Intel)
3. Michael J. Franklin (University of California Berkeley)

BibTeX Citation

@article{jeffery_vldb06,
        title = {{Adaptive Cleaning for RFID Data Streams}},
        author = {Jeffery, Shawn R. and Garofalakis, Minos and Franklin, Michael J.},
        journal = {PVLDB},
        series = {{VLDB} '06},
        pages = {163--174},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
574	Management of Probabilistic Data: Foundations and Challenges	2007	PODS	0.00016278855
1,323	Data Cleaning: Overview and Emerging Challenges	2016	SIGMOD	0.00011152602
2,995	Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing	2017	VLDB	7.8750141e-05
3,050	Event Queries on Correlated Probabilistic Streams	2008	SIGMOD	7.8140428e-05
4,994	Sequential Data Cleaning: A Statistical Approach	2016	SIGMOD	6.4092706e-05
5,030	Learning-Based Cleansing for Indoor RFID Data	2016	SIGMOD	6.3954412e-05
5,834	Leveraging Spatio-Temporal Redundancy for RFID Data Cleansing	2010	SIGMOD	6.0721842e-05
6,049	PODS: A New Model and Processing Algorithms for Uncertain Data Streams	2010	SIGMOD	5.9949334e-05
6,154	Multivariate Time Series Cleaning under Speed Constraints	2024	SIGMOD	5.9567243e-05
6,186	SCREEN: Stream Data Cleaning under Speed Constraints	2015	SIGMOD	5.9487817e-05
7,104	Akane: Perplexity-Guided Time Series Data Cleaning	2024	SIGMOD	5.7020425e-05
8,280	Access Control over Uncertain Data	2008	VLDB	5.4574671e-05
8,435	Spatial Data Quality in the IoT Era: Management and Exploitation	2022	SIGMOD	5.4253644e-05
9,597	Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach	2018	SIGMOD	5.2494989e-05
10,784	The Best of Both Worlds: On Repairing Timestamps and Attribute Values for Multivariate Time Series	2025	SIGMOD	5.093636e-05
11,733	LOCATER: Cleaning WiFi Connectivity Datasets for Semantic Localization	2021	VLDB	5.093636e-05
12,054	Scalable Approximate Query Tracking over Highly Distributed Data Streams	2016	SIGMOD	5.093636e-05
12,416	TACO: Tunable Approximate Computation of Outliers in Wireless Sensor Networks	2010	SIGMOD	5.093636e-05
12,554	Efficient Storage Scheme and Query Processing for Supply Chain Management using RFID	2008	SIGMOD	5.093636e-05
12,600	Systems Aspects of Probabilistic Data Management	2008	VLDB	5.093636e-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
26	Models and Issues in Data Stream Systems	2002	PODS	0.00052982574
111	TelegraphCQ: Continuous Dataflow Processing for an Uncertain World	2003	CIDR	0.00032990214
337	Model-Driven Data Acquisition in Sensor Networks	2004	VLDB	0.00020783399
1,322	Design Considerations for High Fan-in Systems: The HiFi Approach	2005	CIDR	0.00011155403
1,888	Aurora: A Data Stream Management System	2003	SIGMOD	9.5338565e-05
1,990	Temporal Management of RFID Data	2005	VLDB	9.3484709e-05
3,374	Integrating Automatic Data Acquisition with Business Processes: Experiences with SAP's Auto-ID Infrastructure	2004	VLDB	7.4640927e-05

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1	891	Adaptive Stream Resource Management Using Kalman Filters	2004	SIGMOD
2	3,533	Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters	2006	SIGMOD
3	3,050	Event Queries on Correlated Probabilistic Streams	2008	SIGMOD
4	2,314	SASE: Complex Event Processing over Streams	2007	CIDR
5	229	High-Performance Complex Event Processing over Streams	2006	SIGMOD
6	1,990	Temporal Management of RFID Data	2005	VLDB
7	12,401	Distributed Inference and Query Processing for RFID Tracking and Monitoring	2011	VLDB
8	5,030	Learning-Based Cleansing for Indoor RFID Data	2016	SIGMOD
9	6,343	A Deferred Cleansing Method for RFID Data Analytics	2006	VLDB
10	5,834	Leveraging Spatio-Temporal Redundancy for RFID Data Cleansing	2010	SIGMOD