FEBench: A Benchmark for Real-Time Relational Data Feature Extraction

Summary: Analyzes real-time relational feature extraction (RTFE) workloads across 100+ public and industrial datasets, showing RTFE's SQL-like queries have markedly different operator mixes, query shapes, and latency/tail sensitivity than traditional DB benchmarks. Presents FEBench — a Gray-compliant domain benchmark with representative datasets, query templates, and an online request simulator — and uses it to compare OpenMLDB and Flink, revealing distinct latency and concurrency trade-offs. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13190
Venue: VLDB
Year: 2023
Pagerank: 4.3502487e-05
Overall Rank: 9,364 | 34.86%
DOI: 10.14778/3611540.3611550

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,750	Breaking It Down: An In-depth Study of Index Advisors	2024	VLDB	4.9392771e-05
8,080	Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines	2024	VLDB	4.5911668e-05
10,177	InferF: Declarative Factorization of AI/ML Inferences over Joins	2026	SIGMOD	4.1945683e-05
10,411	OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML	2025	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
71	How Good Are Query Optimizers, Really?	2016	VLDB	0.00059038975
281	LinkBench: a Database Benchmark Based on the Facebook Social Graph	2013	SIGMOD	0.0002906793
340	OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases	2014	VLDB	0.00026841628
806	An End-to-End Learning-based Cost Estimator	2020	VLDB	0.00016434274
2,994	Data Generation for Application-Specific Benchmarking	2011	VLDB	7.761114e-05
3,248	A Learned Query Rewrite System using Monte Carlo Tree Search	2022	VLDB	7.3258782e-05
3,473	AI Meets Database: AI4DB and DB4AI	2021	SIGMOD	7.062864e-05
3,727	Cost-based or Learning-based? A Hybrid Query Optimizer for Query Plan Selection	2022	VLDB	6.8141709e-05
4,152	openGauss: An Autonomous Database System	2021	VLDB	6.4060406e-05
4,488	Analyzing Efficient Stream Processing on Modern Hardware	2019	VLDB	6.145117e-05
4,543	FACE: A Normalizing Flow based Cardinality Estimator	2022	VLDB	6.1011198e-05
5,074	Learned Index: A Comprehensive Experimental Evaluation	2023	VLDB	5.7175726e-05
5,657	BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures	2019	SIGMOD	5.3864606e-05
6,228	Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems	2021	VLDB	5.1470042e-05
6,247	Optimizing In-memory Database Engine for AI-powered On-line Decision Augmentation Using Persistent Memory	2021	VLDB	5.1389201e-05
8,969	A Learned Query Rewrite System	2023	VLDB	4.4189226e-05

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