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Designing an Open Framework for Query Optimization and Compilation
Summary: Proposes an open, MLIR-based layered query compilation stack with interoperable IRs, enabling flexible, cross-layer optimization for data-centric code generation. LingoDB demonstrates reduced implementation effort, high performance, and low compilation latency by moving optimization into the compiler and supporting cross-domain optimization.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 12731
- Venue
- VLDB
- Year
- 2022
- Pagerank
- 5.8116879e-05
- Overall Rank
- 4,948 | 65.58%
- DOI
-
10.14778/3551793.3551801
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 17 of 17 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 6,378 |
Mitigating the Impedance Mismatch between Prediction Query Execution and Database Engine |
2025 |
SIGMOD |
5.0909804e-05 |
| 6,863 |
Declarative Sub-Operators for Universal Data Processing |
2023 |
VLDB |
4.905092e-05 |
| 7,916 |
Terabyte-Scale Analytics in the Blink of an Eye |
2026 |
VLDB |
4.6173899e-05 |
| 8,118 |
Maximus: A Modular Accelerated Query Engine for Data Analytics on Heterogeneous Systems |
2025 |
SIGMOD |
4.5814829e-05 |
| 8,479 |
Excalibur: A Virtual Machine for Adaptive Fine-grained JIT-Compiled Query Execution based on VOILA |
2023 |
VLDB |
4.5014929e-05 |
| 8,716 |
nsDB: Architecting the Next Generation Database by Integrating Neural and Symbolic Systems |
2024 |
VLDB |
4.4618187e-05 |
| 9,326 |
BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach |
2023 |
SIGMOD |
4.3556432e-05 |
| 9,343 |
The Key to Effective UDF Optimization: Before Inlining, First Perform Outlining |
2025 |
VLDB |
4.3546206e-05 |
| 9,997 |
Raqlet: Cross-Paradigm Compilation for Recursive Queries |
2026 |
CIDR |
4.1945683e-05 |
| 10,177 |
InferF: Declarative Factorization of AI/ML Inferences over Joins |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,253 |
Scalable GPU Acceleration of Scalar Functions in Analytical Databases: Compilation, Benchmarking, and Optimization |
2026 |
VLDB |
4.1945683e-05 |
| 10,442 |
LingoDB-CT: Understanding LingoDB's Inner Workings |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,714 |
Towards Designing Future-Proof Data Processing Systems |
2025 |
VLDB |
4.1945683e-05 |
| 10,897 |
Welding Natural Language Queries to Analytics IRs with LLMs |
2024 |
CIDR |
4.1945683e-05 |
| 10,969 |
Query Compilation Without Regrets |
2024 |
SIGMOD |
4.1945683e-05 |
| 11,254 |
Asymptotically Better Query Optimization Using Indexed Algebra |
2023 |
VLDB |
4.1945683e-05 |
| 11,269 |
Big Data Analytic Toolkit: A general-purpose, modular, and heterogeneous acceleration toolkit for data analytical engines |
2023 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 15 of 15 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 60 |
Efficiently Compiling Efficient Query Plans for Modern Hardware |
2011 |
VLDB |
0.00064439773 |
| 185 |
DuckDB: an Embeddable Analytical Database |
2019 |
SIGMOD |
0.00036538405 |
| 418 |
Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age |
2014 |
SIGMOD |
0.00023729211 |
| 426 |
Amazon Redshift and the Case for Simpler Data Warehouses |
2015 |
SIGMOD |
0.00023594359 |
| 704 |
Building Efficient Query Engines in a High-Level Language |
2014 |
VLDB |
0.00017900583 |
| 735 |
Umbra: A Disk-Based System with In-Memory Performance |
2020 |
CIDR |
0.00017452467 |
| 1,341 |
Dynamic Programming Strikes Back |
2008 |
SIGMOD |
0.00012486285 |
| 1,750 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.00010683647 |
| 1,864 |
Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last |
2018 |
VLDB |
0.00010280966 |
| 2,014 |
Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware |
2016 |
VLDB |
9.7904029e-05 |
| 2,383 |
How to Architect a Query Compiler |
2016 |
SIGMOD |
8.9294108e-05 |
| 2,804 |
Extending Relational Query Processing with ML Inference |
2020 |
CIDR |
8.0935487e-05 |
| 2,838 |
How to Architect a Query Compiler, Revisited |
2018 |
SIGMOD |
8.0408472e-05 |
| 6,525 |
Database Technology for the Masses: Sub-Operators as First-Class Entities |
2021 |
VLDB |
5.027205e-05 |
| 8,051 |
Building Advanced SQL Analytics From Low-Level Plan Operators |
2021 |
SIGMOD |
4.5969549e-05 |
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