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Velox: Meta’s Unified Execution Engine

Summary: Velox: unified, open-source C++ library of reusable, high-performance, dialect-agnostic data-processing components. Vectorization and adaptivity for complex data types enable cross-system integration (Presto, Spark, ML), boosting efficiency and consistency. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
12815
Venue
VLDB
Year
2022
Pagerank
8.59454e-05
Overall Rank
2,528 | 82.42%
DOI
10.14778/3554821.3554829

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 37 of 37 citing papers.

Rank Citing Paper Year Venue Pagerank
4,239 The Composable Data Management System Manifesto 2023 VLDB 6.3318452e-05
4,495 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 6.1410277e-05
4,507 ALP: Adaptive Lossless floating-Point Compression 2023 SIGMOD 6.131017e-05
4,518 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 6.117844e-05
5,531 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 5.4549499e-05
5,562 A Deep Dive into Common Open Formats for Analytical DBMSs 2023 VLDB 5.4331334e-05
6,340 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 5.1051018e-05
6,378 Mitigating the Impedance Mismatch between Prediction Query Execution and Database Engine 2025 SIGMOD 5.0909804e-05
6,715 Shared Foundations: Modernizing Meta's Data Lakehouse 2023 CIDR 4.9509939e-05
6,863 Declarative Sub-Operators for Universal Data Processing 2023 VLDB 4.905092e-05
7,033 DuckPGQ: Bringing SQL/PGQ to DuckDB 2023 VLDB 4.8551607e-05
7,328 BOSS - An Architecture for Database Kernel Composition 2024 VLDB 4.7610909e-05
7,751 Efficiently Processing Joins and Grouped Aggregations on GPUs 2025 SIGMOD 4.6603427e-05
7,814 Deep Lake: a Lakehouse for Deep Learning 2023 CIDR 4.6439001e-05
7,889 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 4.6253386e-05
8,118 Maximus: A Modular Accelerated Query Engine for Data Analytics on Heterogeneous Systems 2025 SIGMOD 4.5814829e-05
8,582 Towards Query Optimizer as a Service (QOaaS) in a Unified LakeHouse Ecosystem: Can One QO Rule Them All? 2025 CIDR 4.492033e-05
8,856 Composable Data Management: An Execution Overview 2024 VLDB 4.4346165e-05
9,645 The FastLanes File Format 2025 VLDB 4.3109001e-05
9,826 Exploiting Structure in Regular Expression Queries 2023 SIGMOD 4.2751057e-05
9,970 Rethinking Analytical Processing in the GPU Era 2026 CIDR 4.1945683e-05
9,973 End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure 2026 CIDR 4.1945683e-05
10,121 TQEx: Tensor-based Query Engine Enhanced by Bridging the Gap 2026 SIGMOD 4.1945683e-05
10,177 InferF: Declarative Factorization of AI/ML Inferences over Joins 2026 SIGMOD 4.1945683e-05
10,196 PTO: A Workload-driven Predictive Table Optimizer for Lakehouse Systems 2026 SIGMOD 4.1945683e-05
10,248 Active Data Lakes: Regaining Physical Data Independence Without Losing Interoperability 2026 VLDB 4.1945683e-05
10,332 Cephalopod - Virtual Data Model Composition through Partial Query Translation 2025 CIDR 4.1945683e-05
10,372 Data Chunk Compaction in Vectorized Execution 2025 SIGMOD 4.1945683e-05
10,714 Towards Designing Future-Proof Data Processing Systems 2025 VLDB 4.1945683e-05
10,756 Selective Late Materialization in Modern Analytical Databases 2025 VLDB 4.1945683e-05
10,766 Scribe: How Meta transports terabytes per second in real time 2025 VLDB 4.1945683e-05
10,787 AnalyticDB-PG: A Cloud-native High-performance Data Warehouse in Alibaba Cloud 2025 VLDB 4.1945683e-05
10,854 LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics 2025 VLDB 4.1945683e-05
10,969 Query Compilation Without Regrets 2024 SIGMOD 4.1945683e-05
11,024 SplitDF: Splitting Dataframes for Memory-Efficient Data Analysis 2024 VLDB 4.1945683e-05
11,090 Simple (yet Efficient) Function Authoring for Vectorized Engines 2024 VLDB 4.1945683e-05
11,269 Big Data Analytic Toolkit: A general-purpose, modular, and heterogeneous acceleration toolkit for data analytical engines 2023 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 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
185 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00036538405
359 Self-Driving Database Management Systems 2017 CIDR 0.0002592783
735 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00017452467
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