Composable Data Management: An Execution Overview

Summary: Survey of composable execution engines for data management—APIs, extensibility, and integrations (Velox; Prestissimo; Gluten) for reusable execution stacks. Focus on analytics performance: vectorized and compressed execution, adaptivity, and hardware-acceleration prospects. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13816
Venue: VLDB
Year: 2024
Pagerank: 5.3554382e-05
Overall Rank: 8,862 | 39.20%
DOI: 10.14778/3685800.3685847

Incoming Non-self Citations Over Time

Authors

1. Pedro Pedreira (Meta)
2. Deepak Majeti (IBM)
3. Orri Erling (Meta)

BibTeX Citation

@article{pedreira_vldb24,
        title = {{Composable Data Management: An Execution Overview}},
        author = {Pedreira, Pedro and Majeti, Deepak and Erling, Orri},
        journal = {PVLDB},
        series = {{VLDB} '24},
        volume = {17},
        number = {12},
        pages = {4249--4252},
        doi = {10.14778/3685800.3685847},
        url = {https://doi.org/10.14778/3685800.3685847},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,277	F3: The Open-Source Data File Format for the Future	2026	SIGMOD	5.2937431e-05
10,491	Reducing Tail Latency in Storage-Disaggregated Database Systems	2026	SIGMOD	5.093636e-05
11,296	Simple (yet Efficient) Function Authoring for Vectorized Engines	2024	VLDB	5.093636e-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
14	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.0006312782
103	DuckDB: an Embeddable Analytical Database	2019	SIGMOD	0.00034161428
634	Rethinking SIMD Vectorization for In-Memory Databases	2015	SIGMOD	0.00015533814
649	Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask	2018	VLDB	0.00015320656
921	Query Optimization In Compressed Database Systems	2001	SIGMOD	0.00013209503
1,395	Column-oriented Database Systems	2009	VLDB	0.00010928358
1,757	Velox: Meta's Unified Execution Engine	2022	VLDB	9.8166984e-05
1,824	Photon: A Fast Query Engine for Lakehouse Systems	2022	SIGMOD	9.6734544e-05
3,269	ALP: Adaptive Lossless floating-Point Compression	2023	SIGMOD	7.5809516e-05
3,582	The Composable Data Management System Manifesto	2023	VLDB	7.2869486e-05
3,592	The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code	2023	VLDB	7.2774889e-05
4,705	Presto: A Decade of SQL Analytics at Meta	2023	SIGMOD	6.5529421e-05
5,376	Evolution of a Compiling Query Engine	2021	VLDB	6.2415397e-05
6,407	Shared Foundations: Modernizing Meta's Data Lakehouse	2023	CIDR	5.8850639e-05
11,296	Simple (yet Efficient) Function Authoring for Vectorized Engines	2024	VLDB	5.093636e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	1,250	Data Management in Machine Learning: Challenges, Techniques, and Systems	2017	SIGMOD
2	11,296	Simple (yet Efficient) Function Authoring for Vectorized Engines	2024	VLDB
3	7,058	BOSS - An Architecture for Database Kernel Composition	2024	VLDB
4	10,008	Towards Unifying Query Interpretation and Compilation	2023	CIDR
5	13,353	Making Data Management Better with Vectorized Query Processing	2024	SIGMOD
6	10,121	End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure	2026	CIDR
7	9,741	Polyglot Data Management: State of the Art & Open Challenges	2022	VLDB
8	4,214	The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox	2015	CIDR
9	1,757	Velox: Meta's Unified Execution Engine	2022	VLDB
10	3,582	The Composable Data Management System Manifesto	2023	VLDB