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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
12816
Venue
VLDB
Year
2022
Pagerank
8.5870599e-05
Overall Rank
2,533 | 82.40%
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
4,241 The Composable Data Management System Manifesto 2023 VLDB 6.3258298e-05
4,498 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 6.1351257e-05
4,509 ALP: Adaptive Lossless floating-Point Compression 2023 SIGMOD 6.1251244e-05
4,520 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 6.1119645e-05
5,537 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 5.453017e-05
5,571 A Deep Dive into Common Open Formats for Analytical DBMSs 2023 VLDB 5.4279553e-05
6,332 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 5.1021765e-05
6,377 Mitigating the Impedance Mismatch between Prediction Query Execution and Database Engine 2025 SIGMOD 5.0860948e-05
6,716 Shared Foundations: Modernizing Meta's Data Lakehouse 2023 CIDR 4.9462431e-05
6,863 Declarative Sub-Operators for Universal Data Processing 2023 VLDB 4.9003859e-05
7,021 DuckPGQ: Bringing SQL/PGQ to DuckDB 2023 VLDB 4.8546368e-05
7,324 BOSS - An Architecture for Database Kernel Composition 2024 VLDB 4.7565238e-05
7,752 Efficiently Processing Joins and Grouped Aggregations on GPUs 2025 SIGMOD 4.6558737e-05
7,787 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 4.6468106e-05
7,820 Deep Lake: a Lakehouse for Deep Learning 2023 CIDR 4.6394471e-05
8,123 Maximus: A Modular Accelerated Query Engine for Data Analytics on Heterogeneous Systems 2025 SIGMOD 4.5770901e-05
8,579 Towards Query Optimizer as a Service (QOaaS) in a Unified LakeHouse Ecosystem: Can One QO Rule Them All? 2025 CIDR 4.4877266e-05
8,856 Composable Data Management: An Execution Overview 2024 VLDB 4.4303659e-05
9,646 The FastLanes File Format 2025 VLDB 4.3067693e-05
9,825 Exploiting Structure in Regular Expression Queries 2023 SIGMOD 4.2710095e-05
9,969 Rethinking Analytical Processing in the GPU Era 2026 CIDR 4.1905499e-05
9,972 End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure 2026 CIDR 4.1905499e-05
10,121 TQEx: Tensor-based Query Engine Enhanced by Bridging the Gap 2026 SIGMOD 4.1905499e-05
10,177 InferF: Declarative Factorization of AI/ML Inferences over Joins 2026 SIGMOD 4.1905499e-05
10,196 PTO: A Workload-driven Predictive Table Optimizer for Lakehouse Systems 2026 SIGMOD 4.1905499e-05
10,248 Active Data Lakes: Regaining Physical Data Independence Without Losing Interoperability 2026 VLDB 4.1905499e-05
10,344 Cephalopod - Virtual Data Model Composition through Partial Query Translation 2025 CIDR 4.1905499e-05
10,384 Data Chunk Compaction in Vectorized Execution 2025 SIGMOD 4.1905499e-05
10,721 Towards Designing Future-Proof Data Processing Systems 2025 VLDB 4.1905499e-05
10,762 Selective Late Materialization in Modern Analytical Databases 2025 VLDB 4.1905499e-05
10,772 Scribe: How Meta transports terabytes per second in real time 2025 VLDB 4.1905499e-05
10,793 AnalyticDB-PG: A Cloud-native High-performance Data Warehouse in Alibaba Cloud 2025 VLDB 4.1905499e-05
10,858 LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics 2025 VLDB 4.1905499e-05
10,972 Query Compilation Without Regrets 2024 SIGMOD 4.1905499e-05
11,027 SplitDF: Splitting Dataframes for Memory-Efficient Data Analysis 2024 VLDB 4.1905499e-05
11,093 Simple (yet Efficient) Function Authoring for Vectorized Engines 2024 VLDB 4.1905499e-05
11,271 Big Data Analytic Toolkit: A general-purpose, modular, and heterogeneous acceleration toolkit for data analytical engines 2023 VLDB 4.1905499e-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 0.00076209479
185 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00036529607
371 Self-Driving Database Management Systems 2017 CIDR 0.00025382677
729 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00017448059
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