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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
5172
Venue
SIGMOD
Year
2016
Pagerank
0.00010288399
Overall Rank
1,585 | 89.13%
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
1,995 Database Learning: Toward a Database that Becomes Smarter Every Time 2017 SIGMOD 9.3403665e-05
3,370 Revisiting Reuse for Approximate Query Processing 2017 VLDB 7.4700891e-05
3,869 Smile: A System to Support Machine Learning on EEG Data at Scale 2019 VLDB 7.0609879e-05
3,930 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 7.0102082e-05
4,126 Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration 2018 SIGMOD 6.8860475e-05
5,524 Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data 2020 SIGMOD 6.1868208e-05
5,737 Kyrix: Interactive Visual Data Exploration at Scale 2019 CIDR 6.1049023e-05
6,028 Hillview: A trillion-cell spreadsheet for big data 2019 VLDB 6.0019322e-05
6,059 Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines 2018 SIGMOD 5.9915079e-05
6,180 Visualization-aware Time Series Min-Max Caching with Error Bound Guarantees 2024 VLDB 5.949572e-05
6,382 The Era of Big Spatial Data 2017 VLDB 5.8915267e-05
6,523 Combining Design and Performance in a Data Visualization Management System 2017 CIDR 5.8518572e-05
6,737 Towards Democratizing Relational Data Visualization 2019 SIGMOD 5.7875328e-05
7,129 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 5.694968e-05
7,178 Continuous Prefetch for Interactive Data Applications 2020 SIGMOD 5.6804618e-05
7,510 Continuous Prefetch for Interactive Data Applications 2020 VLDB 5.6029996e-05
7,961 Array DBMS: Past, Present, and (Near) Future 2021 VLDB 5.5181056e-05
9,246 EIRES: Efficient Integration of Remote Data in Event Stream Processing 2021 SIGMOD 5.2992384e-05
9,734 Optimizing Dataflow Systems for Scalable Interactive Visualization 2024 SIGMOD 5.227679e-05
9,941 An Adaptive Benchmark for Modeling User Exploration of Large Datasets 2025 SIGMOD 5.1915905e-05
10,728 Mosaic: An Architecture for Linking Databases and Scalable Interactive Visualizations 2025 SIGMOD 5.093636e-05
10,773 Physical Visualization Design: Decoupling Interface and System Design 2025 SIGMOD 5.093636e-05
11,232 SeLeP: Learning Based Semantic Prefetching for Exploratory Database Workloads 2024 VLDB 5.093636e-05
11,549 Demonstration of VegaPlus: Optimizing Declarative Visualization Languages 2022 SIGMOD 5.093636e-05
11,687 Convergence of Array DBMS and Cellular Automata: A Road Traffic Simulation Case 2021 SIGMOD 5.093636e-05
11,986 VisualCloud Demonstration: A DBMS for Virtual Reality 2017 SIGMOD 5.093636e-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
1,506 Query Steering for Interactive Data Exploration 2013 CIDR 0.00010545273
2,949 GenBase: A Complex Analytics Genomics Benchmark 2014 SIGMOD 7.9281519e-05
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