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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
- 12732
- Venue
- VLDB
- Year
- 2022
- Pagerank
- 5.806142e-05
- Overall Rank
- 4,952 | 65.59%
- 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 |
| 6,377 |
Mitigating the Impedance Mismatch between Prediction Query Execution and Database Engine |
2025 |
SIGMOD |
5.0860948e-05 |
| 6,863 |
Declarative Sub-Operators for Universal Data Processing |
2023 |
VLDB |
4.9003859e-05 |
| 7,917 |
Terabyte-Scale Analytics in the Blink of an Eye |
2026 |
VLDB |
4.6129625e-05 |
| 8,123 |
Maximus: A Modular Accelerated Query Engine for Data Analytics on Heterogeneous Systems |
2025 |
SIGMOD |
4.5770901e-05 |
| 8,477 |
Excalibur: A Virtual Machine for Adaptive Fine-grained JIT-Compiled Query Execution based on VOILA |
2023 |
VLDB |
4.4971772e-05 |
| 8,706 |
nsDB: Architecting the Next Generation Database by Integrating Neural and Symbolic Systems |
2024 |
VLDB |
4.4587004e-05 |
| 9,331 |
BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach |
2023 |
SIGMOD |
4.351469e-05 |
| 9,348 |
The Key to Effective UDF Optimization: Before Inlining, First Perform Outlining |
2025 |
VLDB |
4.3504473e-05 |
| 9,996 |
Raqlet: Cross-Paradigm Compilation for Recursive Queries |
2026 |
CIDR |
4.1905499e-05 |
| 10,177 |
InferF: Declarative Factorization of AI/ML Inferences over Joins |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,253 |
Scalable GPU Acceleration of Scalar Functions in Analytical Databases: Compilation, Benchmarking, and Optimization |
2026 |
VLDB |
4.1905499e-05 |
| 10,452 |
LingoDB-CT: Understanding LingoDB's Inner Workings |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,721 |
Towards Designing Future-Proof Data Processing Systems |
2025 |
VLDB |
4.1905499e-05 |
| 10,901 |
Welding Natural Language Queries to Analytics IRs with LLMs |
2024 |
CIDR |
4.1905499e-05 |
| 10,972 |
Query Compilation Without Regrets |
2024 |
SIGMOD |
4.1905499e-05 |
| 11,256 |
Asymptotically Better Query Optimization Using Indexed Algebra |
2023 |
VLDB |
4.1905499e-05 |
| 11,271 |
Big Data Analytic Toolkit: A general-purpose, modular, and heterogeneous acceleration toolkit for data analytical engines |
2023 |
VLDB |
4.1905499e-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 |
| 59 |
Efficiently Compiling Efficient Query Plans for Modern Hardware |
2011 |
VLDB |
0.0006445664 |
| 185 |
DuckDB: an Embeddable Analytical Database |
2019 |
SIGMOD |
0.00036529607 |
| 417 |
Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age |
2014 |
SIGMOD |
0.00023734582 |
| 424 |
Amazon Redshift and the Case for Simpler Data Warehouses |
2015 |
SIGMOD |
0.00023604384 |
| 701 |
Building Efficient Query Engines in a High-Level Language |
2014 |
VLDB |
0.00017893039 |
| 729 |
Umbra: A Disk-Based System with In-Memory Performance |
2020 |
CIDR |
0.00017448059 |
| 1,344 |
Dynamic Programming Strikes Back |
2008 |
SIGMOD |
0.00012477274 |
| 1,751 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.00010673874 |
| 1,865 |
Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last |
2018 |
VLDB |
0.00010271333 |
| 2,019 |
Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware |
2016 |
VLDB |
9.7814175e-05 |
| 2,383 |
How to Architect a Query Compiler |
2016 |
SIGMOD |
8.9198524e-05 |
| 2,809 |
Extending Relational Query Processing with ML Inference |
2020 |
CIDR |
8.0869552e-05 |
| 2,843 |
How to Architect a Query Compiler, Revisited |
2018 |
SIGMOD |
8.0334687e-05 |
| 6,525 |
Database Technology for the Masses: Sub-Operators as First-Class Entities |
2021 |
VLDB |
5.0223854e-05 |
| 8,053 |
Building Advanced SQL Analytics From Low-Level Plan Operators |
2021 |
SIGMOD |
4.5925468e-05 |
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