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TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data

Summary: Proposes TASTI, a trainable semantic index replacing per-query proxies with embeddings so similar records share outputs. Theoretically ties embedding error to accuracy; empirically on five multimodal datasets, it builds 10x cheaper indexes and 24x faster proxy queries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hb355dedcd8d44137
Venue
SIGMOD
Year
2022
Pagerank
7.1286458e-05
Overall Rank
3,629 | 75.68%
DOI
10.1145/3514221.3517897

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{kang_sigmod22,
        title = {{TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data}},
        author = {Kang, Daniel and Guibas, John and Bailis, Peter D. and Hashimoto, Tatsunori and Zaharia, Matei},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3517897},
        url = {https://dl.acm.org/doi/10.1145/3514221.3517897},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank Citing Paper Year Venue Pagerank
2,225 ThalamusDB: Approximate Query Processing on Multi-Modal Data 2024 SIGMOD 8.7996555e-05
3,782 Optimizing Video Analytics with Declarative Model Relationships 2023 VLDB 7.0029633e-05
4,559 Databases Unbound: Querying All of the World’s Bytes with AI 2024 VLDB 6.5238675e-05
5,216 Aero: Adaptive Query Processing of ML Queries 2025 SIGMOD 6.2134335e-05
6,561 Extract-Transform-Load for Video Streams 2023 VLDB 5.7288224e-05
7,416 Accelerating Aggregation Queries on Unstructured Streams of Data 2023 VLDB 5.5159866e-05
7,462 EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions 2023 VLDB 5.5065907e-05
8,543 Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees 2026 SIGMOD 5.3039559e-05
8,696 Self-Enhancing Video Data Management System for Compositional Events with Large Language Models 2025 SIGMOD 5.2717835e-05
10,147 TVM: A Tile-based Video Management Framework 2024 VLDB 5.0597449e-05
10,231 Task Cascades for Efficient Unstructured Data Processing 2026 SIGMOD 5.0432098e-05
10,232 Featurized-Decomposition Join: Low-Cost Semantic Joins with Guarantees 2026 VLDB 5.0432098e-05
11,181 MAST: Towards Efficient Analytical Query Processing on Point Cloud Data 2025 SIGMOD 4.9605343e-05
11,276 Scalable Complex Event Processing on Video Streams 2025 SIGMOD 4.9605343e-05
11,566 Predictive and Near-Optimal Sampling for View Materialization in Video Databases 2024 SIGMOD 4.9605343e-05
11,649 Optimizing Video Queries with Declarative Clues 2024 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

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