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Adaptive Precision Setting for Cached Approximate Values

Summary: Parameterized adaptive algorithm tunes precision of cached interval approximations to maximize performance under data and workloads. Generalizes adaptive caching for exact copies, enabling exact caching or bounded imprecision with gains on real data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hcad1e1a8d8349d19
Venue
SIGMOD
Year
2001
Pagerank
0.000150088
Overall Rank
661 | 95.56%
DOI
10.1145/375663.375710

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{olston_sigmod01,
        title = {{Adaptive Precision Setting for Cached Approximate Values}},
        author = {Olston, Chris and Loo, Boon Thau and Widom, Jennifer},
        series = {{SIGMOD} '01},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/375663.375710},
        url = {https://dl.acm.org/doi/10.1145/375663.375710},
        year = {2001}
}

Incoming Citations (Sorted by Pagerank)

Showing 29 of 29 citing papers.

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126 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00030430114
343 Model-Driven Data Acquisition in Sensor Networks 2004 VLDB 0.00020510274
370 Evaluating Probabilistic Queries over Imprecise Data 2003 SIGMOD 0.00019837998
735 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014367765
1,219 Best-Effort Cache Synchronization with Source Cooperation 2002 SIGMOD 0.00011478351
1,447 Consistency Rationing in the Cloud: Pay only when it matters 2009 VLDB 0.00010622872
2,174 A Black-Box Approach to Query Cardinality Estimation 2007 CIDR 8.9193253e-05
2,416 Using Probabilistic Models for Data Management in Acquisitional Environments 2005 CIDR 8.4946354e-05
2,451 The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis 2015 SIGMOD 8.4427829e-05
2,826 Relaxed Currency and Consistency: How to Say "Good Enough" in SQL 2004 SIGMOD 7.9641044e-05
3,616 Caching with "Good Enough" Currency, Consistency, and Completeness 2005 VLDB 7.1551409e-05
3,999 On Computing Functions with Uncertainty 2001 PODS 6.8595673e-05
4,269 An Efficient and Resilient Approach to Filtering and Disseminating Streaming Data 2003 VLDB 6.6915494e-05
4,545 Update Propagation Strategies for Improving the Quality of Data on the Web 2001 VLDB 6.5421793e-05
5,389 Energy-Efficient Monitoring of Extreme Values in Sensor Networks 2006 SIGMOD 6.1514964e-05
5,702 Relaxed Currency Serializability for Middle-Tier Caching and Replication 2006 SIGMOD 6.0289491e-05
5,750 Efficient Proximity Detection among Mobile Users via Self-Tuning Policies 2010 VLDB 6.0047651e-05
6,514 PLANET: Making Progress with Commit Processing in Unpredictable Environments 2014 SIGMOD 5.7570121e-05
6,582 Workload-Aware Indexing of Continuously Moving Objects 2009 VLDB 5.7421081e-05
6,931 Using Latency-Recency Profiles for Data Delivery on the Web 2002 VLDB 5.6388024e-05
7,628 Distributed Online Tracking 2015 SIGMOD 5.4797177e-05
8,172 Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints 2020 SIGMOD 5.3824434e-05
8,321 Client Assignment in Content Dissemination Networks for Dynamic Data 2005 VLDB 5.3538006e-05
8,674 Value-Based Notification Conditions in Large-Scale Publish/Subscribe Systems 2007 VLDB 5.2896099e-05
9,327 Stochastic Data Acquisition for Answering Queries as Time Goes by 2017 VLDB 5.1926897e-05
12,712 Processing Continuous Join Queries in Sensor Networks: a Filtering Approach 2010 SIGMOD 4.9769913e-05
12,828 A Wavelet Transform for Efficient Consolidation of Sensor Relations with Quality Guarantees 2009 VLDB 4.9769913e-05
12,969 Suppression and Failures in Sensor Networks: A Bayesian Approach 2007 VLDB 4.9769913e-05
12,970 MIST: Distributed Indexing and Querying in Sensor Networks using Statistical Models 2007 VLDB 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1,129 Managing Intervals Efficiently in Object-Relational Databases 2000 VLDB 0.00011899744
1,756 Offering a Precision-Performance Tradeoff for Aggregation Queries over Replicated Data 2000 VLDB 9.7161465e-05
2,725 Efficient Numerical Error Bounding for Replicated Network Services 2000 VLDB 8.0885856e-05
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