Towards Scalable UDTFs in Noria
Summary: Proposes scalable UDTFs in Noria with single-tuple UDF/UDA interfaces and compiling limited UDTFs to query fragments. Demonstrates incrementalization of UDFs/UDAs and integrating UDA state into materialized views for data-parallelism and memory management, using Friedman et al.'s motivating example. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Justus Adam (Technical University of Dresden)
BibTeX Citation
@inproceedings{adam_sigmod20,
title = {{Towards Scalable UDTFs in Noria}},
author = {Adam, Justus},
series = {{SIGMOD} '20},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3318464.3384412},
url = {https://dl.acm.org/doi/10.1145/3318464.3384412},
year = {2020}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 44 | A Comparison of Approaches to Large-Scale Data Analysis | 2009 | SIGMOD | 0.00046055057 |
| 391 | View Maintenance in a Warehousing Environment | 1995 | SIGMOD | 0.00019370653 |
| 438 | DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views | 2012 | VLDB | 0.00018471721 |
| 1,264 | SQL/MapReduce: A practical approach to self-describing, polymorphic, and parallelizable user-defined functions | 2009 | VLDB | 0.00011416393 |
| 1,750 | Lazy Maintenance of Materialized Views | 2007 | VLDB | 9.8392477e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,044 | Holistic UDAFs at Streaming Speeds | 2004 | SIGMOD |
| 2 | 6,328 | Functional-Style SQL UDFs With a Capital 'F' | 2020 | SIGMOD |
| 3 | 4,180 | BlackMagic: Automatic Inlining of Scalar UDFs into SQL Queries with Froid | 2019 | VLDB |
| 4 | 10,740 | UDFBench: A Tool for Benchmarking UDF Queries on SQL Engines | 2025 | SIGMOD |
| 5 | 5,791 | Accelerating Python UDFs in Vectorized Query Execution | 2022 | CIDR |
| 6 | 1,442 | An Architecture for Compiling UDF-centric Workflows | 2015 | VLDB |
| 7 | 1,264 | SQL/MapReduce: A practical approach to self-describing, polymorphic, and parallelizable user-defined functions | 2009 | VLDB |
| 8 | 9,917 | The UDFBench Benchmark for General-purpose UDF Queries | 2025 | VLDB |
| 9 | 4,896 | User-Defined Aggregate Functions: Bridging Theory and Practice | 2006 | SIGMOD |
| 10 | 8,096 | Efficient Execution of User-Defined Functions in SQL Queries | 2023 | VLDB |