Flare & Lantern: Efficiently Swapping Horses Midstream
Summary: Flare (Spark SQL) and Lantern (TensorFlow/PyTorch) integrated for an end-to-end compiled data path. Runtime compilation and native code generation enable negligible overhead when switching between SQL and ML processing. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Grégory Essertel
- 2. Ruby Y. Tahboub
- 3. Fei Wang
- 4. James Decker
- 5. Tiark Rompf
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,763 | Architecting a Query Compiler for Spatial Workloads | 2020 | SIGMOD | 5.6079812e-05 |
| 7,776 | Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms | 2021 | VLDB | 5.6051514e-05 |
| 8,468 | Towards A Polyglot Framework for Factorized ML | 2021 | VLDB | 5.4893629e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 25 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00055280049 |
| 26 | Efficiently Compiling Efficient Query Plans for Modern Hardware | 2011 | VLDB | 0.00054892115 |
| 1,306 | Weld: A Common Runtime for High Performance Data Analytics | 2017 | CIDR | 0.00011313192 |
| 2,423 | How to Architect a Query Compiler, Revisited | 2018 | SIGMOD | 8.6700245e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,742 | Bridging the Gap Between HPC and Big Data Frameworks | 2017 | VLDB | 5.8438628e-05 |
| 6,785 | SparkR: Scaling R Programs with Spark | 2016 | SIGMOD | 5.8328772e-05 |
| 3,122 | End-to-end Optimization of Machine Learning Prediction Queries | 2022 | SIGMOD | 7.7901348e-05 |
| 1,856 | Photon: A Fast Query Engine for Lakehouse Systems | 2022 | SIGMOD | 9.699164e-05 |
| 6,750 | In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine | 2019 | VLDB | 5.8424907e-05 |
| 7,968 | Enabling Transparent Acceleration of Big Data Frameworks Using Heterogeneous Hardware | 2022 | VLDB | 5.5714623e-05 |
| 9,687 | Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem | 2022 | VLDB | 5.2919988e-05 |
| 403 | SystemML: Declarative Machine Learning on Spark | 2016 | VLDB | 0.00019232796 |
| 1,306 | Weld: A Common Runtime for High Performance Data Analytics | 2017 | CIDR | 0.00011313192 |
| 7,057 | Flare: A Fast, Secure, and Memory-Efficient Distributed Analytics Framework | 2023 | VLDB | 5.7676713e-05 |