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Raqlet: Cross-Paradigm Compilation for Recursive Queries

Summary: Raqlet is a source-to-source compilation framework translating recursive queries across relational (recursive SQL), graph (Cypher/SQL/PGQ/GQL) and deductive (Datalog) paradigms via staged IRs (PGIR→DLIR→SQIR) with formalized semantics. Enables portable recursive queries, cross-paradigm static analysis and optimizations (e.g., magic-sets), and acts as a golden reference for language standards and formal reasoning about recursion. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
599
Venue
CIDR
Year
2026
Pagerank
5.093636e-05
Overall Rank
10,143 | 30.42%
DOI
-

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Authors

BibTeX Citation

@inproceedings{shaikhha_cidr26,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '26},
        title = {{Raqlet: Cross-Paradigm Compilation for Recursive Queries}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Shaikhha, Amir and Xia, Youning and Saleem, Jazal and Tarabkhah, Meisam and Herlihy, Anna},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 21 of 21 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
16 MAGIC SETS AND OTHER STRANGE WAYS TO IMPLEMENT LOGIC PROGRAMS (Extended Abstract) 1986 PODS 0.00060089598
23 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
40 Testing Implications Of Data Dependencies 1979 SIGMOD 0.00046918506
103 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00034161428
426 The LDBC Social Network Benchmark: Interactive Workload 2015 SIGMOD 0.00018692185
547 Cypher: An Evolving Query Language for Property Graphs 2018 SIGMOD 0.00016731552
1,661 PG-Schema: Schemas for Property Graphs 2023 SIGMOD 0.00010079134
1,797 How to Architect a Query Compiler 2016 SIGMOD 9.7368925e-05
2,935 RaSQL: Greater Power and Performance for Big Data Analytics with Recursive-aggregate-SQL on Spark 2019 SIGMOD 7.9444531e-05
3,018 The LDBC Social Network Benchmark: Business Intelligence Workload 2023 VLDB 7.8473755e-05
4,215 Designing an Open Framework for Query Optimization and Compilation 2022 VLDB 6.8275676e-05
4,796 A Critique of Modern SQL And A Proposal Towards A Simple and Expressive Query Language 2024 CIDR 6.5031952e-05
4,920 The Vadalog System: Datalog-based Reasoning for Knowledge Graphs 2018 VLDB 6.4449498e-05
5,425 GPC: A Pattern Calculus for Property Graphs 2023 PODS 6.223218e-05
5,761 Rel: A Programming Language for Relational Data 2025 SIGMOD 6.0957569e-05
7,035 Optimizing Recursive Queries with Program Synthesis 2022 SIGMOD 5.7216112e-05
7,603 GQL and SQL/PGQ: Theoretical Models and Expressive Power 2025 VLDB 5.5853593e-05
7,845 Graph Querying Meets HCI: State of the Art and Future Directions 2017 SIGMOD 5.5332653e-05
9,808 Trampoline-Style Queries for SQL 2025 CIDR 5.214913e-05
9,811 Schema-Based Query Optimisation for Graph Databases 2025 SIGMOD 5.214913e-05
9,960 Optimizing Nested Recursive Queries 2024 SIGMOD 5.1879626e-05
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