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: h90d4ff95f30d47d9
Venue: VLDB
Year: 2024
Pagerank: 5.7141674e-05
Overall Rank: 6,670 | 55.16%
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 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
8,552	F3: The Open-Source Data File Format for the Future	2026	SIGMOD	5.316708e-05
10,306	Simple (yet Efficient) Function Authoring for Vectorized Engines	2024	VLDB	5.0400722e-05
10,678	Reducing Tail Latency in Storage-Disaggregated Database Systems	2026	SIGMOD	4.9793485e-05
10,932	IMLane: Composable Framework for Efficient AI Function Execution in Database Engine	2026	VLDB	4.9793485e-05
10,944	From Presto to Prestissimo: A Velox-Powered Modernization Journey	2026	VLDB	4.9793485e-05
11,023	Hardware Acceleration for Spatial Databases: Building Next-Generation Query Engines Using Ray Tracing Cores	2026	VLDB	4.9793485e-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	0.00064031282
71	DuckDB: an Embeddable Analytical Database	2019	SIGMOD	0.00037720227
605	Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask	2018	VLDB	0.00015647561
627	Rethinking SIMD Vectorization for In-Memory Databases	2015	SIGMOD	0.00015460957
900	Query Optimization In Compressed Database Systems	2001	SIGMOD	0.00013186558
1,327	Column-oriented Database Systems	2009	VLDB	0.00011003776
1,424	Velox: Meta's Unified Execution Engine	2022	VLDB	0.00010719232
1,487	Photon: A Fast Query Engine for Lakehouse Systems	2022	SIGMOD	0.00010521722
2,928	ALP: Adaptive Lossless floating-Point Compression	2023	SIGMOD	7.8424335e-05
3,181	The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code	2023	VLDB	7.5625307e-05
3,337	The Composable Data Management System Manifesto	2023	VLDB	7.4104865e-05
3,835	Presto: A Decade of SQL Analytics at Meta	2023	SIGMOD	6.9931698e-05
5,455	Evolution of a Compiling Query Engine	2021	VLDB	6.1239975e-05
6,275	Shared Foundations: Modernizing Meta's Data Lakehouse	2023	CIDR	5.8270783e-05
10,306	Simple (yet Efficient) Function Authoring for Vectorized Engines	2024	VLDB	5.0400722e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	10,944	From Presto to Prestissimo: A Velox-Powered Modernization Journey	2026	VLDB
2	10,306	Simple (yet Efficient) Function Authoring for Vectorized Engines	2024	VLDB
3	5,615	BOSS - An Architecture for Database Kernel Composition	2024	VLDB
4	10,193	Towards Unifying Query Interpretation and Compilation	2023	CIDR
5	13,670	Making Data Management Better with Vectorized Query Processing	2024	SIGMOD
6	10,125	End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure	2026	CIDR
7	9,921	Polyglot Data Management: State of the Art & Open Challenges	2022	VLDB
8	4,302	The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox	2015	CIDR
9	1,424	Velox: Meta's Unified Execution Engine	2022	VLDB
10	3,337	The Composable Data Management System Manifesto	2023	VLDB