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Adaptive Stream Resource Management Using Kalman Filters

Summary: Frame stream resource management as adaptive filtering; Kalman filters balance precision and resource use for volume streams. Shifts from caching static data to server-side dynamic predictive procedures, reducing communication while preserving accuracy. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3504
Venue
SIGMOD
Year
2004
Pagerank
0.00014285617
Overall Rank
1,069 | 92.58%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
468 MauveDB: Supporting Model-based User Views in Database Systems 2006 SIGMOD 0.00022407392
2,120 Using Probabilistic Models for Data Management in Acquisitional Environments 2005 CIDR 9.5017579e-05
2,141 Online Piece-wise Linear Approximation of Numerical Streams with Precision Guarantees* 2009 VLDB 9.4561227e-05
2,282 Mind the Gap: An Experimental Evaluation of Imputation of Missing Values Techniques in Time Series 2020 VLDB 9.1173974e-05
2,635 Online Outlier Detection in Sensor Data Using Non-Parametric Models 2006 VLDB 8.4081184e-05
3,938 SimpleTS: An Efficient and Universal Model Selection Framework for Time Series Forecasting 2023 VLDB 6.6111703e-05
4,066 AutoPlait: Automatic Mining of Co-evolving Time Sequences 2014 SIGMOD 6.4756873e-05
4,476 Classical and Contemporary Approaches to Big Time Series Forecasting 2019 SIGMOD 6.1458665e-05
4,749 ODIN: Automated Drift Detection and Recovery in Video Analytics 2020 VLDB 5.9428569e-05
6,337 Adaptive Stream Filters for Entity-based Queries with Non-Value Tolerance 2005 VLDB 5.1008035e-05
7,697 Sketch-based Geometric Monitoring of Distributed Stream Queries 2013 VLDB 4.6701245e-05
7,995 Constraint Chaining: On Energy-Efficient Continuous Monitoring in Sensor Networks 2006 SIGMOD 4.6072096e-05
8,330 THEMIS: Fairness in Federated Stream Processing under Overload 2016 SIGMOD 4.5391049e-05
8,767 STAR: Self-Tuning Aggregation for Scalable Monitoring 2007 VLDB 4.4520434e-05
9,919 Mining and Forecasting of Big Time-series Data 2015 SIGMOD 4.2520778e-05
10,968 High Precision ≠ High Cost: Temporal Data Fusion for Multiple Low-Precision Sensors 2024 SIGMOD 4.1905499e-05
11,700 Minimizing Cost by Reducing Scaling Operations in Distributed Stream Processing 2019 VLDB 4.1905499e-05
12,146 MOIST: A Scalable and Parallel Moving Object Indexer with School Tracking 2012 VLDB 4.1905499e-05
12,218 Dissemination of Models over Time-Varying Data 2011 VLDB 4.1905499e-05
12,228 Processing Continuous Join Queries in Sensor Networks: a Filtering Approach 2010 SIGMOD 4.1905499e-05
12,284 Parsimonious Linear Fingerprinting for Time Series 2010 VLDB 4.1905499e-05
12,312 Minimizing the Communication Cost for Continuous Skyline Maintenance 2009 SIGMOD 4.1905499e-05
12,346 A Wavelet Transform for Efficient Consolidation of Sensor Relations with Quality Guarantees 2009 VLDB 4.1905499e-05
12,429 Data-Driven Processing in Sensor Networks 2007 CIDR 4.1905499e-05
12,489 Suppression and Failures in Sensor Networks: A Bayesian Approach 2007 VLDB 4.1905499e-05
12,490 MIST: Distributed Indexing and Querying in Sensor Networks using Statistical Models 2007 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

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