Cover Image

DriftBench: Defining and Generating Data and Query Workload Drift for Benchmarking

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Guanli, Borovica-Gajic, Renata
Format:	Preprint
Published:	2025
Subjects:	Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Benchmarking RL-Enhanced Spatial Indices Against Traditional, Advanced, and Learned Counterparts
by: Liu, Guanli, et al.
Published: (2025)

CoLSE: A Lightweight and Robust Hybrid Learned Model for Single-Table Cardinality Estimation using Joint CDF
by: Rathuwadu, Lankadinee, et al.
Published: (2025)

SeLeP: Learning Based Semantic Prefetching for Exploratory Database Workloads
by: Zirak, Farzaneh, et al.
Published: (2023)

GrASP: A Generalizable Address-based Semantic Prefetcher for Scalable Transactional and Analytical Workloads
by: Zirak, Farzaneh, et al.
Published: (2025)

NeurBench: A Benchmark Suite for Learned Database Components with Drift Modeling
by: Zhao, Zhanhao, et al.
Published: (2025)

CaDrift: A Time-dependent Causal Generator of Drifting Data Streams
by: Barboza, Eduardo V. L., et al.
Published: (2026)

Optimizing LLM Queries in Relational Data Analytics Workloads
by: Liu, Shu, et al.
Published: (2024)

Sibyl: Forecasting Time-Evolving Query Workloads
by: Huang, Hanxian, et al.
Published: (2024)

SemBench: A Benchmark for Semantic Query Processing Engines
by: Lao, Jiale, et al.
Published: (2025)

Adaptive Anomaly Detection in the Presence of Concept Drift: Extended Report
by: Park, Jongjun, et al.
Published: (2025)

Redbench: A Benchmark Reflecting Real Workloads
by: Krid, Skander, et al.
Published: (2025)

PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking
by: Zhou, Yan, et al.
Published: (2025)

In-Context Adaptation to Concept Drift for Learned Database Operations
by: Zhu, Jiaqi, et al.
Published: (2025)

LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates
by: Quader, Shaikh, et al.
Published: (2024)

FDABench: A Benchmark for Data Agents on Analytical Queries over Heterogeneous Data
by: Wang, Ziting, et al.
Published: (2025)

Data Generation for Testing Complex Queries
by: Somwase, Sunanda, et al.
Published: (2024)

TailorSQL: An NL2SQL System Tailored to Your Query Workload
by: Vaidya, Kapil, et al.
Published: (2025)

Adaptive Data Quality Scoring Operations Framework using Drift-Aware Mechanism for Industrial Applications
by: Bayram, Firas, et al.
Published: (2024)

Not all those who drift are lost: Drift correction and calibration scheduling for the IoT
by: Hurst, Aaron, et al.
Published: (2025)

Open-Source Drift Detection Tools in Action: Insights from Two Use Cases
by: Müller, Rieke, et al.
Published: (2024)

Learning Aggregate Queries Defined by First-Order Logic with Counting
by: van Bergerem, Steffen, et al.
Published: (2024)

KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks
by: Ma, Kaijing, et al.
Published: (2024)

DP-Bench: A Benchmark for Evaluating Data Product Creation Systems
by: Chowdhury, Faisal, et al.
Published: (2025)

DW-Bench: Benchmarking LLMs on Data Warehouse Graph Topology Reasoning
by: Ahmed, Ahmed G. A. H, et al.
Published: (2026)

SynQL: A Controllable and Scalable Rule-Based Framework for SQL Workload Synthesis for Performance Benchmarking
by: Mehta, Kahan, et al.
Published: (2026)

Data-Agnostic Cardinality Learning from Imperfect Workloads
by: Wu, Peizhi, et al.
Published: (2025)

LST-Bench: Benchmarking Log-Structured Tables in the Cloud
by: Camacho-Rodríguez, Jesús, et al.
Published: (2023)

Analytical Queries for Unstructured Data
by: Kang, Daniel
Published: (2025)

Optimizing Data Lakes' Queries
by: Gregory, et al.
Published: (2025)

InsightQL: Advancing Human-Assisted Fuzzing with a Unified Code Database and Parameterized Query Interface
by: Gao, Wentao, et al.
Published: (2025)

OxyEcomBench: Benchmarking Multimodal Foundation Models across E-Commerce Ecosystems
by: Liu, Yong, et al.
Published: (2026)

ResQ: Realistic Performance-Aware Query Generation
by: Wang, Zhengle, et al.
Published: (2026)

UniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data
by: Weng, Han, et al.
Published: (2025)

ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs
by: Qi, Yanlin, et al.
Published: (2026)

BatchBench: Toward a Workload-Aware Benchmark for Autoscaling Policies in Big Data Batch Processing -- A Proposed Framework
by: Budigi, Venkata Krishna Prasanth, et al.
Published: (2026)

Saving Money for Analytical Workloads in the Cloud
by: Srivastava, Tapan, et al.
Published: (2024)

OASIS: Object-based Analytics Storage for Intelligent SQL Query Offloading in Scientific Tabular Workloads
by: Hwang, Soon, et al.
Published: (2025)

Evaluating NoSQL Databases for OLAP Workloads: A Benchmarking Study of MongoDB, Redis, Kudu and ArangoDB
by: Mohan, Rishi Kesav, et al.
Published: (2024)

A Unified and Scalable Algorithm Framework of User-Defined Temporal $(k,\mathcal{X})$-Core Query
by: Zhong, Ming, et al.
Published: (2023)

JOB-Complex: A Challenging Benchmark for Traditional & Learned Query Optimization
by: Wehrstein, Johannes, et al.
Published: (2025)