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: 6928
Venue: SIGMOD
Year: 2024
Pagerank: 4.1945683e-05
Overall Rank: 10,969 | 23.70%
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
9,474	NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications	2025	SIGMOD	4.3341665e-05
13,103	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	0.00076197749
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
167	The Snowflake Elastic Data Warehouse	2016	SIGMOD	0.00039180521
185	DuckDB: an Embeddable Analytical Database	2019	SIGMOD	0.00036538405
704	Building Efficient Query Engines in a High-Level Language	2014	VLDB	0.00017900583
735	Umbra: A Disk-Based System with In-Memory Performance	2020	CIDR	0.00017452467
853	Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask	2018	VLDB	0.00015940507
1,284	Amazon Redshift Re-invented	2022	SIGMOD	0.00012837822
1,750	Weld: A Common Runtime for High Performance Data Analytics	2017	CIDR	0.00010683647
1,864	Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last	2018	VLDB	0.00010280966
1,873	An Architecture for Compiling UDF-centric Workflows	2015	VLDB	0.00010253002
1,882	Tuplex: Data Science in Python at Native Code Speed	2021	SIGMOD	0.0001021625
2,014	Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware	2016	VLDB	9.7904029e-05
2,383	How to Architect a Query Compiler	2016	SIGMOD	8.9294108e-05
2,418	Tupleware: "Big" Data, Big Analytics, Small Clusters	2015	CIDR	8.8556595e-05
2,473	Photon: A Fast Query Engine for Lakehouse Systems	2022	SIGMOD	8.7237281e-05
2,528	Velox: Meta’s Unified Execution Engine	2022	VLDB	8.59454e-05
2,896	Evaluating End-to-End Optimization for Data Analytics Applications in Weld	2018	VLDB	7.9452051e-05
3,378	General Incremental Sliding-Window Aggregation	2015	VLDB	7.1622572e-05
3,458	Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies	2024	VLDB	7.0748084e-05
4,410	DBToaster: A SQL Compiler for High-Performance Delta Processing in Main-Memory Databases	2009	VLDB	6.2091068e-05
4,924	User-Defined Operators: Efficiently Integrating Custom Algorithms into Modern Databases	2022	VLDB	5.822682e-05
4,948	Designing an Open Framework for Query Optimization and Compilation	2022	VLDB	5.8116879e-05
5,193	LightSaber: Efficient Window Aggregation on Multi-core Processors	2020	SIGMOD	5.6371049e-05
5,197	Data-Parallel Query Processing on Non-Uniform Data	2020	VLDB	5.6347409e-05
5,427	The NebulaStream Platform: Data and Application Management for the Internet of Things	2020	CIDR	5.509468e-05
5,530	Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling	2021	VLDB	5.4554282e-05
5,731	Babelfish: Efficient Execution of Polyglot Queries	2022	VLDB	5.3502065e-05
6,221	Charting the Design Space of Query Execution using VOILA	2021	VLDB	5.1512158e-05
6,648	Grizzly: Efficient Stream Processing Through Adaptive Query Compilation	2020	SIGMOD	4.9771723e-05
6,701	YeSQL: “You extend SQL” with Rich and Highly Performant User-Defined Functions in Relational Databases	2022	VLDB	4.9561066e-05
6,784	SparkR: Scaling R Programs with Spark	2016	SIGMOD	4.9265155e-05
6,863	Declarative Sub-Operators for Universal Data Processing	2023	VLDB	4.905092e-05
7,306	DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines	2022	CIDR	4.7678574e-05
7,691	Bringing Compiling Databases to RISC Architectures	2023	VLDB	4.6762283e-05
7,925	Architecting a Query Compiler for Spatial Workloads	2020	SIGMOD	4.6153403e-05
8,051	Building Advanced SQL Analytics From Low-Level Plan Operators	2021	SIGMOD	4.5969549e-05
9,926	Darwin: Scale-In Stream Processing	2022	CIDR	4.2543961e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
704	Building Efficient Query Engines in a High-Level Language	2014	VLDB	0.00017900583
8,626	Adaptive Code Generation for Data-Intensive Analytics	2021	VLDB	4.4829152e-05
11,510	Low-Latency Compilation of SQL Queries to Machine Code	2021	VLDB	4.1945683e-05
5,530	Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling	2021	VLDB	5.4554282e-05
60	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.00064439773
2,838	How to Architect a Query Compiler, Revisited	2018	SIGMOD	8.0408472e-05
5,723	Evolution of a Compiling Query Engine	2021	VLDB	5.3522361e-05
9,857	Towards Unifying Query Interpretation and Compilation	2023	CIDR	4.269353e-05
2,383	How to Architect a Query Compiler	2016	SIGMOD	8.9294108e-05
4,376	Just-in-time compilation for SQL query processing	2013	VLDB	6.2424797e-05