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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
- 3503
- Venue
- SIGMOD
- Year
- 2004
- Pagerank
- 0.00014472777
- Overall Rank
- 1,045 | 92.74%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 26 of 26 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 469 |
MauveDB: Supporting Model-based User Views in Database Systems |
2006 |
SIGMOD |
0.00022406923 |
| 2,118 |
Using Probabilistic Models for Data Management in Acquisitional Environments |
2005 |
CIDR |
9.5100739e-05 |
| 2,140 |
Online Piece-wise Linear Approximation of Numerical Streams with Precision Guarantees* |
2009 |
VLDB |
9.4626098e-05 |
| 2,276 |
Mind the Gap: An Experimental Evaluation of Imputation of Missing Values Techniques in Time Series |
2020 |
VLDB |
9.1261944e-05 |
| 2,629 |
Online Outlier Detection in Sensor Data Using Non-Parametric Models |
2006 |
VLDB |
8.4160309e-05 |
| 3,934 |
SimpleTS: An Efficient and Universal Model Selection Framework for Time Series Forecasting |
2023 |
VLDB |
6.6175631e-05 |
| 4,065 |
AutoPlait: Automatic Mining of Co-evolving Time Sequences |
2014 |
SIGMOD |
6.4819215e-05 |
| 4,476 |
Classical and Contemporary Approaches to Big Time Series Forecasting |
2019 |
SIGMOD |
6.1517903e-05 |
| 4,751 |
ODIN: Automated Drift Detection and Recovery in Video Analytics |
2020 |
VLDB |
5.9485403e-05 |
| 6,335 |
Adaptive Stream Filters for Entity-based Queries with Non-Value Tolerance |
2005 |
VLDB |
5.1056594e-05 |
| 7,699 |
Sketch-based Geometric Monitoring of Distributed Stream Queries |
2013 |
VLDB |
4.6746076e-05 |
| 7,991 |
Constraint Chaining: On Energy-Efficient Continuous Monitoring in Sensor Networks |
2006 |
SIGMOD |
4.611631e-05 |
| 8,337 |
THEMIS: Fairness in Federated Stream Processing under Overload |
2016 |
SIGMOD |
4.5434623e-05 |
| 8,770 |
STAR: Self-Tuning Aggregation for Scalable Monitoring |
2007 |
VLDB |
4.456315e-05 |
| 9,920 |
Mining and Forecasting of Big Time-series Data |
2015 |
SIGMOD |
4.2561557e-05 |
| 10,965 |
High Precision ≠ High Cost: Temporal Data Fusion for Multiple Low-Precision Sensors |
2024 |
SIGMOD |
4.1945683e-05 |
| 11,695 |
Minimizing Cost by Reducing Scaling Operations in Distributed Stream Processing |
2019 |
VLDB |
4.1945683e-05 |
| 12,138 |
MOIST: A Scalable and Parallel Moving Object Indexer with School Tracking |
2012 |
VLDB |
4.1945683e-05 |
| 12,210 |
Dissemination of Models over Time-Varying Data |
2011 |
VLDB |
4.1945683e-05 |
| 12,220 |
Processing Continuous Join Queries in Sensor Networks: a Filtering Approach |
2010 |
SIGMOD |
4.1945683e-05 |
| 12,276 |
Parsimonious Linear Fingerprinting for Time Series |
2010 |
VLDB |
4.1945683e-05 |
| 12,304 |
Minimizing the Communication Cost for Continuous Skyline Maintenance |
2009 |
SIGMOD |
4.1945683e-05 |
| 12,338 |
A Wavelet Transform for Efficient Consolidation of Sensor Relations with Quality Guarantees |
2009 |
VLDB |
4.1945683e-05 |
| 12,420 |
Data-Driven Processing in Sensor Networks |
2007 |
CIDR |
4.1945683e-05 |
| 12,480 |
Suppression and Failures in Sensor Networks: A Bayesian Approach |
2007 |
VLDB |
4.1945683e-05 |
| 12,481 |
MIST: Distributed Indexing and Querying in Sensor Networks using Statistical Models |
2007 |
VLDB |
4.1945683e-05 |
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.
| Rank |
Cited Paper |
Year |
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Pagerank |
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