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
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 42 | A Comparison of Approaches to Large-Scale Data Analysis | 2009 | SIGMOD | 0.00073570328 |
| 402 | View Maintenance in a Warehousing Environment | 1995 | SIGMOD | 0.00024179174 |
| 585 | DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views | 2012 | VLDB | 0.00019682634 |
| 1,361 | SQL/MapReduce: A practical approach to self-describing, polymorphic, and parallelizable user-defined functions | 2009 | VLDB | 0.00012393719 |
| 2,026 | Lazy Maintenance of Materialized Views | 2007 | VLDB | 9.7466372e-05 |
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