Language-Agnostic Integrated Queries in a Managed Polyglot Runtime

Summary: DynQ is a language-agnostic query engine for dynamic languages, running SQL in a polyglot runtime and unifying in-memory data, files, and databases. Enables LINQ-style declarative queries over Python, R, and JavaScript with data from multiple sources and strong performance. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12331
Venue: VLDB
Year: 2021
Pagerank: 4.3657168e-05
Overall Rank: 9,268 | 35.53%
DOI: 10.14778/3457390.3457405

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
8,731	Columnar Formats for Schemaless LSM-based Document Stores	2022	VLDB	4.4577278e-05

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076197749
60	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.00064439773
66	Spark SQL: Relational Data Processing in Spark	2015	SIGMOD	0.00061639801
185	DuckDB: an Embeddable Analytical Database	2019	SIGMOD	0.00036538405
544	Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources	2018	SIGMOD	0.00020521965
735	Umbra: A Disk-Based System with In-Memory Performance	2020	CIDR	0.00017452467
1,630	Garlic: A New Flavor of Federated Query Processing for DB2	2002	SIGMOD	0.0001108111
2,819	Mison: A Fast JSON Parser for Data Analytics	2017	VLDB	8.0651326e-05
2,838	How to Architect a Query Compiler, Revisited	2018	SIGMOD	8.0408472e-05
4,419	Don't Hold My Data Hostage - A Case For Client Protocol Redesign	2017	VLDB	6.2022597e-05
5,111	Avalanche-Safe LINQ Compilation	2010	VLDB	5.6885921e-05
5,343	FAD.js: Fast JSON Data Access Using JIT-based Speculative Optimizations	2017	VLDB	5.5581129e-05
5,667	Code generation for efficient query processing in managed runtimes	2014	VLDB	5.3806399e-05
9,124	Dynamic Speculative Optimizations for SQL Compilation in Apache Spark	2020	VLDB	4.391961e-05
9,289	In-Browser Interactive SQL Analytics with Afterburner	2017	SIGMOD	4.362197e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,375	Query Shredding: Efficient Relational Evaluation of Queries over Nested Multisets	2014	SIGMOD	7.1633324e-05
5,723	Evolution of a Compiling Query Engine	2021	VLDB	5.3522361e-05
7,589	Using Domain-Specific Languages For Analytic Graph Databases	2016	VLDB	4.7030207e-05
2,383	How to Architect a Query Compiler	2016	SIGMOD	8.9294108e-05
202	LINQ: Reconciling Objects, Relations and XML in the .NET Framework	2006	SIGMOD	0.00034920912
13,362	Desiderata for a Big Data Language	2015	CIDR	-
12,391	Language-Integrated Querying of XML Data in SQL Server	2008	VLDB	4.1945683e-05
5,111	Avalanche-Safe LINQ Compilation	2010	VLDB	5.6885921e-05
4,948	Designing an Open Framework for Query Optimization and Compilation	2022	VLDB	5.8116879e-05
5,667	Code generation for efficient query processing in managed runtimes	2014	VLDB	5.3806399e-05