Factorized and Vectorized Execution: Optimizing Analytical and Semantic Queries over Relations
Summary: FFX combines arbitrary factorization with fully vectorized, pipelined execution via packed factorized vectors, avoiding join-result explosion without sacrificing cache locality. It also compacts factorized intermediates into LLM prompts, reducing token and inference costs. (summarized by gpt-5.6-luna on Jul 26 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Sunny Yasser (Polytechnique Montréal)
- 2. Anas Dorbani (Polytechnique Montréal)
- 3. Amine Mhedhbi (Polytechnique Montréal)
BibTeX Citation
@inproceedings{yasser_sigmod26,
title = {{Factorized and Vectorized Execution: Optimizing Analytical and Semantic Queries over Relations}},
author = {Yasser, Sunny and Dorbani, Anas and Mhedhbi, Amine},
series = {{SIGMOD} '26},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3802055},
url = {https://dl.acm.org/doi/10.1145/3802055},
year = {2026}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 29 of 29 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 2,201 | Enabling and Optimizing Non-linear Feature Interactions in Factorized Linear Algebra | 2019 | SIGMOD |
| 2 | 10,196 | Towards Unifying Query Interpretation and Compilation | 2023 | CIDR |
| 3 | 2,844 | FactorJoin: A New Cardinality Estimation Framework for Join Queries | 2023 | SIGMOD |
| 4 | 12,635 | Demonstration of the FDB Query Engine for Factorised Databases | 2012 | VLDB |
| 5 | 8,864 | Advancing Fact Attribution for Query Answering: Aggregate Queries and Novel Algorithms | 2025 | VLDB |
| 6 | 10,199 | Featurized-Decomposition Join: Low-Cost Semantic Joins with Guarantees | 2026 | VLDB |
| 7 | 849 | Aggregation and Ordering in Factorised Databases | 2013 | VLDB |
| 8 | 2,293 | FDB: A Query Engine for Factorised Relational Databases | 2012 | VLDB |
| 9 | 10,664 | InferF: Declarative Factorization of AI/ML Inferences over Joins | 2026 | SIGMOD |
| 10 | 10,852 | The Data World Is Not Flat: Efficient Factorized Execution for Relational Systems | 2026 | VLDB |