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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
5.1064323e-05
Overall Rank
9,833 | 34.09%
DOI
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PDF
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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 0.00058816744
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056737487
41 Testing Implications Of Data Dependencies 1979 SIGMOD 0.00045733094
71 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00037688945
387 The LDBC Social Network Benchmark: Interactive Workload 2015 SIGMOD 0.00019360364
420 Cypher: An Evolving Query Language for Property Graphs 2018 SIGMOD 0.00018489392
1,484 PG-Schema: Schemas for Property Graphs 2023 SIGMOD 0.00010498883
1,756 How to Architect a Query Compiler 2016 SIGMOD 9.7053947e-05
2,953 RaSQL: Greater Power and Performance for Big Data Analytics with Recursive-aggregate-SQL on Spark 2019 SIGMOD 7.8060043e-05
3,066 The LDBC Social Network Benchmark: Business Intelligence Workload 2023 VLDB 7.6714389e-05
3,191 A Critique of Modern SQL And A Proposal Towards A Simple and Expressive Query Language 2024 CIDR 7.5357417e-05
3,997 Designing an Open Framework for Query Optimization and Compilation 2022 VLDB 6.850379e-05
4,572 GQL and SQL/PGQ: Theoretical Models and Expressive Power 2025 VLDB 6.514625e-05
4,587 The Vadalog System: Datalog-based Reasoning for Knowledge Graphs 2018 VLDB 6.505507e-05
4,900 Rel: A Programming Language for Relational Data 2025 SIGMOD 6.348695e-05
4,989 GPC: A Pattern Calculus for Property Graphs 2023 PODS 6.3121508e-05
7,167 Optimizing Recursive Queries with Program Synthesis 2022 SIGMOD 5.5794956e-05
8,005 Graph Querying Meets HCI: State of the Art and Future Directions 2017 SIGMOD 5.3921494e-05
8,376 Optimizing Nested Recursive Queries 2024 SIGMOD 5.3279812e-05
10,023 Trampoline-Style Queries for SQL 2025 CIDR 5.082116e-05
10,024 Schema-Based Query Optimisation for Graph Databases 2025 SIGMOD 5.082116e-05
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