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Dynamic Prefetching of Data Tiles for Interactive Visualization

Summary: ForeCache adds a middleware layer from client to DBMS for detail-on-demand browse with data-tile prefetching. It fuses motion-based and histogram-based predictions into an adaptive engine updated by user behavior, yielding latency gains and higher accuracy. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
he8b1b88a07a74cc9
Venue
SIGMOD
Year
2016
Pagerank
0.00010079636
Overall Rank
1,609 | 89.19%
DOI
10.1145/2882903.2882919

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{battle_sigmod16,
        title = {{Dynamic Prefetching of Data Tiles for Interactive Visualization}},
        author = {Battle, Leilani and Chang, Remco and Stonebraker, Michael},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2882919},
        url = {https://dl.acm.org/doi/10.1145/2882903.2882919},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
2,028 Database Learning: Toward a Database that Becomes Smarter Every Time 2017 SIGMOD 9.1584244e-05
3,417 Revisiting Reuse for Approximate Query Processing 2017 VLDB 7.3184905e-05
3,956 Smile: A System to Support Machine Learning on EEG Data at Scale 2019 VLDB 6.8992907e-05
3,985 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 6.8708857e-05
4,211 Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration 2018 SIGMOD 6.7290558e-05
5,573 Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data 2020 SIGMOD 6.0774723e-05
5,844 Kyrix: Interactive Visual Data Exploration at Scale 2019 CIDR 5.9704482e-05
5,930 Hillview: A trillion-cell spreadsheet for big data 2019 VLDB 5.9410245e-05
6,185 Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines 2018 SIGMOD 5.8561596e-05
6,319 Visualization-aware Time Series Min-Max Caching with Error Bound Guarantees 2024 VLDB 5.8133264e-05
6,463 The Era of Big Spatial Data 2017 VLDB 5.7741601e-05
6,640 Physical Visualization Design: Decoupling Interface and System Design 2025 SIGMOD 5.72354e-05
6,652 Combining Design and Performance in a Data Visualization Management System 2017 CIDR 5.7190063e-05
6,878 Towards Democratizing Relational Data Visualization 2019 SIGMOD 5.6563449e-05
7,212 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 5.581834e-05
7,255 Continuous Prefetch for Interactive Data Applications 2020 SIGMOD 5.5704712e-05
7,662 Continuous Prefetch for Interactive Data Applications 2020 VLDB 5.4746904e-05
8,095 Array DBMS: Past, Present, and (Near) Future 2021 VLDB 5.3917406e-05
9,428 EIRES: Efficient Integration of Remote Data in Event Stream Processing 2021 SIGMOD 5.1778854e-05
9,787 Optimizing Dataflow Systems for Scalable Interactive Visualization 2024 SIGMOD 5.1276108e-05
10,130 An Adaptive Benchmark for Modeling User Exploration of Large Datasets 2025 SIGMOD 5.0727027e-05
11,166 Mosaic: An Architecture for Linking Databases and Scalable Interactive Visualizations 2025 SIGMOD 4.9769913e-05
11,574 SeLeP: Learning Based Semantic Prefetching for Exploratory Database Workloads 2024 VLDB 4.9769913e-05
11,864 Demonstration of VegaPlus: Optimizing Declarative Visualization Languages 2022 SIGMOD 4.9769913e-05
12,000 Convergence of Array DBMS and Cellular Automata: A Road Traffic Simulation Case 2021 SIGMOD 4.9769913e-05
12,290 VisualCloud Demonstration: A DBMS for Virtual Reality 2017 SIGMOD 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 2 of 2 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1,538 Query Steering for Interactive Data Exploration 2013 CIDR 0.00010314313
3,008 GenBase: A Complex Analytics Genomics Benchmark 2014 SIGMOD 7.757408e-05
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