Tuplex: Robust, Efficient Analytics When Python Rules
Summary: Tuplex: Python-native data preparation framework, enabling fast development and deployment of Python pipelines without Spark impedance. Compiles Python workloads to near bare-metal speeds for robust, efficient analytics on heterogeneous Python data tasks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,348 | The Key to Effective UDF Optimization: Before Inlining, First Perform Outlining | 2025 | VLDB | 4.3504473e-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 |
|---|---|---|---|---|
| 59 | Efficiently Compiling Efficient Query Plans for Modern Hardware | 2011 | VLDB | 0.0006445664 |
| 66 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00061707583 |
| 1,875 | An Architecture for Compiling UDF-centric Workflows | 2015 | VLDB | 0.00010243959 |
| 2,825 | Mison: A Fast JSON Parser for Data Analytics | 2017 | VLDB | 8.0575959e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,191 | Accelerating Python UDFs in Vectorized Query Execution | 2022 | CIDR | 5.1598046e-05 |
| 9,122 | Dynamic Speculative Optimizations for SQL Compilation in Apache Spark | 2020 | VLDB | 4.3877539e-05 |
| 557 | SystemML: Declarative Machine Learning on Spark | 2016 | VLDB | 0.00020186115 |
| 5,615 | TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems | 2023 | VLDB | 5.409e-05 |
| 1,751 | Weld: A Common Runtime for High Performance Data Analytics | 2017 | CIDR | 0.00010673874 |
| 2,955 | Magpie: Python at Speed and Scale using Cloud Backends | 2021 | CIDR | 7.8188583e-05 |
| 11,290 | To UDFs and Beyond: Demonstration of a Fully Decomposed Data Processor for General Data Wrangling Tasks | 2023 | VLDB | 4.1905499e-05 |
| 1,875 | An Architecture for Compiling UDF-centric Workflows | 2015 | VLDB | 0.00010243959 |
| 2,421 | Tupleware: "Big" Data, Big Analytics, Small Clusters | 2015 | CIDR | 8.8471956e-05 |
| 1,884 | Tuplex: Data Science in Python at Native Code Speed | 2021 | SIGMOD | 0.00010206514 |