FastCompose: Eliminating Compilation Cold Starts in Query Execution with Composition
Summary: FastCompose avoids compilation cold starts by generating lightweight glue that composes precompiled operators, while full query compilation proceeds asynchronously. Integrated in Redshift, it delivers up to 12× faster cold queries and substantial production latency reductions. (summarized by gpt-5.6-luna on Aug 28 2026)
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Authors
- 1. Venkatraman Govindaraju (Amazon)
- 2. Yankun Shen (Amazon)
- 3. Kiran Chinta (Amazon)
- 4. Shermal Fernando (Amazon)
- 5. Pascal Pfeil (Amazon)
- 6. Orestis Polychroniou (Amazon)
- 7. Naresh Chainani (Amazon)
BibTeX Citation
@article{govindaraju_vldb26,
title = {{FastCompose: Eliminating Compilation Cold Starts in Query Execution with Composition}},
author = {Govindaraju, Venkatraman and Shen, Yankun and Chinta, Kiran and Fernando, Shermal and Pfeil, Pascal and Polychroniou, Orestis and Chainani, Naresh},
journal = {PVLDB},
series = {{VLDB} '26},
volume = {19},
number = {12},
pages = {3996--4008},
doi = {10.14778/3827998.3828011},
url = {https://doi.org/10.14778/3827998.3828011},
year = {2026}
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