Continuous Prefetch for Interactive Data Applications
Summary: Khameleon enables continuous prefetch with progressive encoding and a live scheduler streaming partial results for interactive viz. Greedy scheduling optimizes latency-quality trade-offs; outperforms perfect-prediction prefetching across networks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Haneen Mohammed (Columbia University)
- 2. Ziyun Wei (Cornell University)
- 3. Eugene Wu (Columbia University)
- 4. Ravi Netravali (University of California Los Angeles)
BibTeX Citation
@article{mohammed_vldb20,
title = {{Continuous Prefetch for Interactive Data Applications}},
author = {Mohammed, Haneen and Wei, Ziyun and Wu, Eugene and Netravali, Ravi},
journal = {PVLDB},
series = {{VLDB} '20},
volume = {13},
number = {11},
pages = {2297--2311},
doi = {10.14778/3407790.3407826},
url = {https://doi.org/10.14778/3407790.3407826},
year = {2020}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,728 | Mosaic: An Architecture for Linking Databases and Scalable Interactive Visualizations | 2025 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9 | Online Aggregation | 1997 | SIGMOD | 0.00077458002 |
| 593 | Wander Join: Online Aggregation via Random Walks | 2016 | SIGMOD | 0.00016027871 |
| 1,227 | Blink and It's Done: Interactive Queries on Very Large Data | 2012 | VLDB | 0.00011582387 |
| 1,506 | Query Steering for Interactive Data Exploration | 2013 | CIDR | 0.00010545273 |
| 1,585 | Dynamic Prefetching of Data Tiles for Interactive Visualization | 2016 | SIGMOD | 0.00010288399 |
| 1,962 | Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee | 2016 | SIGMOD | 9.3978414e-05 |
| 3,288 | I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making | 2017 | VLDB | 7.5578177e-05 |
| 5,524 | Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data | 2020 | SIGMOD | 6.1868208e-05 |
| 7,178 | Continuous Prefetch for Interactive Data Applications | 2020 | SIGMOD | 5.6804618e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 5,777 | Efficient Exploration of Large Scientific Databases | 2002 | VLDB |
| 2 | 5,524 | Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data | 2020 | SIGMOD |
| 3 | 5,737 | Kyrix: Interactive Visual Data Exploration at Scale | 2019 | CIDR |
| 4 | 9,757 | Faster Visual Analytics through Pixel-Perfect Aggregation | 2014 | VLDB |
| 5 | 10,415 | Visualization-Oriented Progressive Time Series Transformation | 2026 | SIGMOD |
| 6 | 7,722 | ChronoCache: Predictive and Adaptive Mid-Tier Query Result Caching | 2020 | SIGMOD |
| 7 | 2,686 | On Improving User Response Times in Tableau | 2015 | SIGMOD |
| 8 | 6,180 | Visualization-aware Time Series Min-Max Caching with Error Bound Guarantees | 2024 | VLDB |
| 9 | 1,585 | Dynamic Prefetching of Data Tiles for Interactive Visualization | 2016 | SIGMOD |
| 10 | 7,178 | Continuous Prefetch for Interactive Data Applications | 2020 | SIGMOD |