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 |
|---|---|---|---|---|
| 7,925 | Architecting a Query Compiler for Spatial Workloads | 2020 | SIGMOD | 4.6153403e-05 |
| 8,094 | Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms | 2021 | VLDB | 4.5867812e-05 |
| 8,595 | Towards A Polyglot Framework for Factorized ML | 2021 | VLDB | 4.4889397e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 60 | Efficiently Compiling Efficient Query Plans for Modern Hardware | 2011 | VLDB | 0.00064439773 |
| 66 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00061639801 |
| 1,750 | Weld: A Common Runtime for High Performance Data Analytics | 2017 | CIDR | 0.00010683647 |
| 2,838 | How to Architect a Query Compiler, Revisited | 2018 | SIGMOD | 8.0408472e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,019 | Bridging the Gap Between HPC and Big Data Frameworks | 2017 | VLDB | 4.860057e-05 |
| 6,784 | SparkR: Scaling R Programs with Spark | 2016 | SIGMOD | 4.9265155e-05 |
| 3,407 | End-to-end Optimization of Machine Learning Prediction Queries | 2022 | SIGMOD | 7.1295646e-05 |
| 2,473 | Photon: A Fast Query Engine for Lakehouse Systems | 2022 | SIGMOD | 8.7237281e-05 |
| 6,811 | In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine | 2019 | VLDB | 4.9200998e-05 |
| 8,221 | Enabling Transparent Acceleration of Big Data Frameworks Using Heterogeneous Hardware | 2022 | VLDB | 4.5556812e-05 |
| 9,695 | Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem | 2022 | VLDB | 4.3025567e-05 |
| 557 | SystemML: Declarative Machine Learning on Spark | 2016 | VLDB | 0.00020197988 |
| 1,750 | Weld: A Common Runtime for High Performance Data Analytics | 2017 | CIDR | 0.00010683647 |
| 6,976 | Flare: A Fast, Secure, and Memory-Efficient Distributed Analytics Framework | 2023 | VLDB | 4.876497e-05 |