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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
h6a6cf788794d8aa1
Venue
CIDR
Year
2026
Pagerank
5.1257999e-05
Overall Rank
9,794 | 34.16%
DOI
-

Incoming Non-self Citations Over Time

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}
}

Incoming Citations (Sorted by Pagerank)

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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
18 MAGIC SETS AND OTHER STRANGE WAYS TO IMPLEMENT LOGIC PROGRAMS (Extended Abstract) 1986 PODS 0.00059023577
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056855599
41 Testing Implications Of Data Dependencies 1979 SIGMOD 0.00045899672
71 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00037720227
387 The LDBC Social Network Benchmark: Interactive Workload 2015 SIGMOD 0.00019426275
419 Cypher: An Evolving Query Language for Property Graphs 2018 SIGMOD 0.0001854669
1,482 PG-Schema: Schemas for Property Graphs 2023 SIGMOD 0.00010538703
1,742 How to Architect a Query Compiler 2016 SIGMOD 9.7378418e-05
2,938 RaSQL: Greater Power and Performance for Big Data Analytics with Recursive-aggregate-SQL on Spark 2019 SIGMOD 7.8355984e-05
3,055 The LDBC Social Network Benchmark: Business Intelligence Workload 2023 VLDB 7.6979859e-05
3,180 A Critique of Modern SQL And A Proposal Towards A Simple and Expressive Query Language 2024 CIDR 7.5639428e-05
3,985 Designing an Open Framework for Query Optimization and Compilation 2022 VLDB 6.8730085e-05
4,553 GQL and SQL/PGQ: Theoretical Models and Expressive Power 2025 VLDB 6.5393335e-05
4,874 Rel: A Programming Language for Relational Data 2025 SIGMOD 6.3727742e-05
4,965 GPC: A Pattern Calculus for Property Graphs 2023 PODS 6.3360914e-05
5,035 The Vadalog System: Datalog-based Reasoning for Knowledge Graphs 2018 VLDB 6.3038469e-05
7,139 Optimizing Recursive Queries with Program Synthesis 2022 SIGMOD 5.6006128e-05
7,985 Graph Querying Meets HCI: State of the Art and Future Directions 2017 SIGMOD 5.4126006e-05
8,356 Optimizing Nested Recursive Queries 2024 SIGMOD 5.3481891e-05
9,979 Trampoline-Style Queries for SQL 2025 CIDR 5.1013913e-05
9,980 Schema-Based Query Optimisation for Graph Databases 2025 SIGMOD 5.1013913e-05
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