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)
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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}
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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 |
|---|---|---|---|---|
| 43 | A Comparison of Approaches to Large-Scale Data Analysis | 2009 | SIGMOD | 0.00045546775 |
| 398 | View Maintenance in a Warehousing Environment | 1995 | SIGMOD | 0.00019152162 |
| 408 | DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views | 2012 | VLDB | 0.00018900199 |
| 1,285 | SQL/MapReduce: A practical approach to self-describing, polymorphic, and parallelizable user-defined functions | 2009 | VLDB | 0.00011201377 |
| 1,779 | Lazy Maintenance of Materialized Views | 2007 | VLDB | 9.6583009e-05 |
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