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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
0.00010046563
Overall Rank
1,617 | 89.17%
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
2,040 Database Learning: Toward a Database that Becomes Smarter Every Time 2017 SIGMOD 9.1319608e-05
3,428 Revisiting Reuse for Approximate Query Processing 2017 VLDB 7.2957009e-05
3,971 Smile: A System to Support Machine Learning on EEG Data at Scale 2019 VLDB 6.8764774e-05
3,993 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 6.8565106e-05
4,229 Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration 2018 SIGMOD 6.7068084e-05
5,546 Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data 2020 SIGMOD 6.071729e-05
5,858 Kyrix: Interactive Visual Data Exploration at Scale 2019 CIDR 5.9508624e-05
5,944 Hillview: A trillion-cell spreadsheet for big data 2019 VLDB 5.9213827e-05
6,195 Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines 2018 SIGMOD 5.8374071e-05
6,330 Visualization-aware Time Series Min-Max Caching with Error Bound Guarantees 2024 VLDB 5.7941039e-05
6,476 The Era of Big Spatial Data 2017 VLDB 5.7551052e-05
6,650 Physical Visualization Design: Decoupling Interface and System Design 2025 SIGMOD 5.7046144e-05
6,663 Combining Design and Performance in a Data Visualization Management System 2017 CIDR 5.7001805e-05
6,895 Towards Democratizing Relational Data Visualization 2019 SIGMOD 5.6382396e-05
7,232 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 5.563377e-05
7,274 Continuous Prefetch for Interactive Data Applications 2020 SIGMOD 5.5520518e-05
7,675 Continuous Prefetch for Interactive Data Applications 2020 VLDB 5.4565877e-05
8,113 Array DBMS: Past, Present, and (Near) Future 2021 VLDB 5.3739121e-05
9,455 EIRES: Efficient Integration of Remote Data in Event Stream Processing 2021 SIGMOD 5.1607641e-05
9,819 Optimizing Dataflow Systems for Scalable Interactive Visualization 2024 SIGMOD 5.1106557e-05
10,167 An Adaptive Benchmark for Modeling User Exploration of Large Datasets 2025 SIGMOD 5.0559291e-05
11,225 Mosaic: An Architecture for Linking Databases and Scalable Interactive Visualizations 2025 SIGMOD 4.9605343e-05
11,623 SeLeP: Learning Based Semantic Prefetching for Exploratory Database Workloads 2024 VLDB 4.9605343e-05
11,908 Demonstration of VegaPlus: Optimizing Declarative Visualization Languages 2022 SIGMOD 4.9605343e-05
12,044 Convergence of Array DBMS and Cellular Automata: A Road Traffic Simulation Case 2021 SIGMOD 4.9605343e-05
12,333 VisualCloud Demonstration: A DBMS for Virtual Reality 2017 SIGMOD 4.9605343e-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
1,542 Query Steering for Interactive Data Exploration 2013 CIDR 0.00010280869
3,018 GenBase: A Complex Analytics Genomics Benchmark 2014 SIGMOD 7.7318102e-05
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