Query Compilation Without Regrets

Summary: Nautilus: an operator framework that keeps an imperative, interpretation-style C++ development model while recovering compilation-level performance. Core idea is a trace-based, multi-backend JIT that bridges easy engine engineering and high-speed execution. (summarized by gpt-5.4-mini on May 24 2026)

Paper ID: 6929
Venue: SIGMOD
Year: 2024
Pagerank: 4.1905499e-05
Overall Rank: 10,972 | 23.75%
DOI: 10.1145/3654968

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,476	NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications	2025	SIGMOD	4.3300131e-05
13,117	Mobility Stream Processing on NebulaStream and MEOS	2025	SIGMOD	-

Outgoing Citations (Sorted by Pagerank)

Showing 39 of 39 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	0.00076209479
59	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.0006445664
66	Spark SQL: Relational Data Processing in Spark	2015	SIGMOD	0.00061707583
167	The Snowflake Elastic Data Warehouse	2016	SIGMOD	0.00039408116
185	DuckDB: an Embeddable Analytical Database	2019	SIGMOD	0.00036529607
701	Building Efficient Query Engines in a High-Level Language	2014	VLDB	0.00017893039
729	Umbra: A Disk-Based System with In-Memory Performance	2020	CIDR	0.00017448059
848	Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask	2018	VLDB	0.00015933538
1,273	Amazon Redshift Re-invented	2022	SIGMOD	0.00012870386
1,751	Weld: A Common Runtime for High Performance Data Analytics	2017	CIDR	0.00010673874
1,865	Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last	2018	VLDB	0.00010271333
1,875	An Architecture for Compiling UDF-centric Workflows	2015	VLDB	0.00010243959
1,884	Tuplex: Data Science in Python at Native Code Speed	2021	SIGMOD	0.00010206514
2,019	Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware	2016	VLDB	9.7814175e-05
2,383	How to Architect a Query Compiler	2016	SIGMOD	8.9198524e-05
2,421	Tupleware: "Big" Data, Big Analytics, Small Clusters	2015	CIDR	8.8471956e-05
2,472	Photon: A Fast Query Engine for Lakehouse Systems	2022	SIGMOD	8.7156826e-05
2,533	Velox: Meta’s Unified Execution Engine	2022	VLDB	8.5870599e-05
2,904	Evaluating End-to-End Optimization for Data Analytics Applications in Weld	2018	VLDB	7.9403097e-05
3,425	General Incremental Sliding-Window Aggregation	2015	VLDB	7.1042928e-05
3,463	Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies	2024	VLDB	7.0680037e-05
4,407	DBToaster: A SQL Compiler for High-Performance Delta Processing in Main-Memory Databases	2009	VLDB	6.2033567e-05
4,930	User-Defined Operators: Efficiently Integrating Custom Algorithms into Modern Databases	2022	VLDB	5.8171482e-05
4,952	Designing an Open Framework for Query Optimization and Compilation	2022	VLDB	5.806142e-05
5,199	Data-Parallel Query Processing on Non-Uniform Data	2020	VLDB	5.6294232e-05
5,357	LightSaber: Efficient Window Aggregation on Multi-core Processors	2020	SIGMOD	5.5512343e-05
5,438	The NebulaStream Platform: Data and Application Management for the Internet of Things	2020	CIDR	5.5041764e-05
5,540	Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling	2021	VLDB	5.450319e-05
5,741	Babelfish: Efficient Execution of Polyglot Queries	2022	VLDB	5.3450701e-05
6,218	Charting the Design Space of Query Execution using VOILA	2021	VLDB	5.1462707e-05
6,649	Grizzly: Efficient Stream Processing Through Adaptive Query Compilation	2020	SIGMOD	4.9724735e-05
6,703	YeSQL: “You extend SQL” with Rich and Highly Performant User-Defined Functions in Relational Databases	2022	VLDB	4.9514593e-05
6,783	SparkR: Scaling R Programs with Spark	2016	SIGMOD	4.9221272e-05
6,863	Declarative Sub-Operators for Universal Data Processing	2023	VLDB	4.9003859e-05
7,303	DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines	2022	CIDR	4.7632836e-05
7,692	Bringing Compiling Databases to RISC Architectures	2023	VLDB	4.6717437e-05
7,925	Architecting a Query Compiler for Spatial Workloads	2020	SIGMOD	4.610914e-05
8,053	Building Advanced SQL Analytics From Low-Level Plan Operators	2021	SIGMOD	4.5925468e-05
9,925	Darwin: Scale-In Stream Processing	2022	CIDR	4.2503199e-05

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Overall Rank	Paper	Year	Venue	Pagerank
701	Building Efficient Query Engines in a High-Level Language	2014	VLDB	0.00017893039
8,623	Adaptive Code Generation for Data-Intensive Analytics	2021	VLDB	4.4786182e-05
11,514	Low-Latency Compilation of SQL Queries to Machine Code	2021	VLDB	4.1905499e-05
5,540	Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling	2021	VLDB	5.450319e-05
59	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.0006445664
2,843	How to Architect a Query Compiler, Revisited	2018	SIGMOD	8.0334687e-05
5,734	Evolution of a Compiling Query Engine	2021	VLDB	5.3471832e-05
9,856	Towards Unifying Query Interpretation and Compilation	2023	CIDR	4.2652623e-05
2,383	How to Architect a Query Compiler	2016	SIGMOD	8.9198524e-05
4,373	Just-in-time compilation for SQL query processing	2013	VLDB	6.2365066e-05