Cover Image

LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hu, Yihao, Wang, Jin, Rahman, Sajjadur
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

Towards Operationalizing Heterogeneous Data Discovery
by: Wang, Jin, et al.
Published: (2025)

LEDD: Large Language Model-Empowered Data Discovery in Data Lakes
by: An, Qi, et al.
Published: (2025)

CMDBench: A Benchmark for Coarse-to-fine Multimodal Data Discovery in Compound AI Systems
by: Feng, Yanlin, et al.
Published: (2024)

CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era
by: Feng, Yanlin, et al.
Published: (2024)

FREYJA: Efficient Join Discovery in Data Lakes
by: Maynou, Marc, et al.
Published: (2024)

MageSQL: Enhancing In-context Learning for Text-to-SQL Applications with Large Language Models
by: Shen, Chen, et al.
Published: (2025)

TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
by: Khatiwada, Aamod, et al.
Published: (2024)

Effectiveness of Prompt Optimization in NL2SQL Systems
by: Gurajada, Sairam, et al.
Published: (2025)

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

Create Benchmarks for Data Lakes
by: Lyu, Yi, et al.
Published: (2026)

Diverse Unionable Tuple Search: Novelty-Driven Discovery in Data Lakes [Technical Report]
by: Khatiwada, Aamod, et al.
Published: (2025)

LAKEGEN: A LLM-based Tabular Corpus Generator for Evaluating Dataset Discovery in Data Lakes
by: Dai, Zhenwei, et al.
Published: (2025)

Gen-T: Table Reclamation in Data Lakes
by: Fan, Grace, et al.
Published: (2024)

XTable in Action: Seamless Interoperability in Data Lakes
by: Agrawal, Ashvin, et al.
Published: (2024)

Fuzzy Integration of Data Lake Tables
by: Khatiwada, Aamod, et al.
Published: (2025)

KramaBench: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes
by: Lai, Eugenie, et al.
Published: (2025)

AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes
by: Gruenheid, Anja, et al.
Published: (2025)

Efficient and Effective Table-Centric Table Union Search in Data Lakes
by: Sun, Yongkang, et al.
Published: (2026)

Exploiting Formal Concept Analysis for Data Modeling in Data Lakes
by: Bendimerad, Anes, et al.
Published: (2024)

LakeHopper: Cross Data Lakes Column Type Annotation through Model Adaptation
by: Sun, Yushi, et al.
Published: (2026)

MQRLD: A Multimodal Data Retrieval Platform with Query-aware Feature Representation and Learned Index Based on Data Lake
by: Sheng, Ming, et al.
Published: (2024)

Towards Scalable Visual Data Wrangling via Direct Manipulation
by: Rezig, El Kindi, et al.
Published: (2025)

TAIJI: MCP-based Multi-Modal Data Analytics on Data Lakes
by: Zhang, Chao, et al.
Published: (2025)

Towards Edge-Based Data Lake Architecture for Intelligent Transportation System
by: Fernandes, Danilo, et al.
Published: (2024)

Retrieve, Merge, Predict: Augmenting Tables with Data Lakes
by: Cappuzzo, Riccardo, et al.
Published: (2024)

Knowledge Acquisition and Integration with Expert-in-the-loop
by: Rahman, Sajjadur, et al.
Published: (2024)

RetClean: Retrieval-Based Data Cleaning Using Foundation Models and Data Lakes
by: Naeem, Zan Ahmad, et al.
Published: (2023)

Membrane: A Cryptographic Access Control System for Data Lakes
by: Kumar, Sam, et al.
Published: (2025)

Dataversifying Natural Sciences: Pioneering a Data Lake Architecture for Curated Data-Centric Experiments in Life \& Earth Sciences
by: Vargas-Solar, Genoveva, et al.
Published: (2024)

Towards Scalable Generation of Realistic Test Data for Duplicate Detection
by: Panse, Fabian, et al.
Published: (2023)

Integrating Knowledge Graphs and Visualization Dashboards for Advance Data Discovery in VESA
by: Betz, Pawandeep Kaur, et al.
Published: (2024)

TQL: Towards Type-Driven Data Discovery
by: Kang, Andrew, et al.
Published: (2025)

Optimizing Dataflow Systems for Scalable Interactive Visualization
by: Yang, Junran, et al.
Published: (2024)

Development of Data Evaluation Benchmark for Data Wrangling Recommendation System
by: Wang, Yuqing, et al.
Published: (2024)

Table Integration in Data Lakes Unleashed: Pairwise Integrability Judgment, Integrable Set Discovery, and Multi-Tuple Conflict Resolution
by: Ji, Daomin, et al.
Published: (2024)

Towards a Flexible Scale-out Framework for Efficient Visual Data Query Processing
by: Verma, Rohit, et al.
Published: (2024)

EasyTUS: A Comprehensive Framework for Fast and Accurate Table Union Search across Data Lakes
by: Otto, Tim
Published: (2025)

DumpyOS: A Data-Adaptive Multi-ary Index for Scalable Data Series Similarity Search
by: Wang, Zeyu, et al.
Published: (2024)

Model Lakes
by: Pal, Koyena, et al.
Published: (2024)

BOD: Blindly Optimal Data Discovery
by: Hoang, Thomas
Published: (2024)