Cover Image

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Angélil, Oliver, Migon, Jan
Format:	Preprint
Published:	2026
Subjects:	Emerging Technologies Artificial Intelligence Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

From Data Quality for AI to AI for Data Quality: A Systematic Review of Tools for AI-Augmented Data Quality Management in Data Warehouses
by: Tamm, Heidi Carolina, et al.
Published: (2024)

Human-Data Interaction, Exploration, and Visualization in the AI Era: Challenges and Opportunities
by: Fekete, Jean-Daniel, et al.
Published: (2026)

A Brain-Computer Interface Data Persistence System for Multi-Scenario and Multi-Modal Data: NeuroStore
by: Chen, Yang, et al.
Published: (2025)

Propuesta de implementación de catálogos federados para espacios de datos sobre DataHub
by: de Santiago, Carlos Aparicio, et al.
Published: (2025)

Mind the Gap: How Elicitation Protocols Shape the Stated-Revealed Preference Gap in Language Models
by: Mahajan, Pranav, et al.
Published: (2026)

Multilingual Text-to-SQL: Benchmarking the Limits of Language Models with Collaborative Language Agents
by: Pham, Khanh Trinh, et al.
Published: (2025)

Skill Learning Using Process Mining for Large Language Model Plan Generation
by: Redis, Andrei Cosmin, et al.
Published: (2024)

Mapping the Evolution of Research Contributions using KnoVo
by: Rubaiat, Sajratul Y., et al.
Published: (2025)

Ride-pool Assignment Algorithms: Modern Implementation and Swapping Heuristics
by: Zalesak, Matthew, et al.
Published: (2025)

Developing AI Agents with Simulated Data: Why, what, and how?
by: Liu, Xiaoran, et al.
Published: (2026)

Beyond Memristor: Neuromorphic Computing Using Meminductor
by: Wang, Frank Zhigang
Published: (2025)

AV-SQL: Decomposing Complex Text-to-SQL Queries with Agentic Views
by: Pham, Minh Tam, et al.
Published: (2026)

A Conceptual Model of Intelligent Multimedia Data Rendered using Flying Light Specks
by: Yazdani, Nima, et al.
Published: (2024)

Figaro on GPUs: Two Tables
by: Zivanovic, Dorde
Published: (2025)

HERP: Hardware for Energy Efficient and Realtime DB Search and Cluster Expansion in Proteomics
by: Nayan, Md Mizanur Rahaman, et al.
Published: (2025)

MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure
by: Ma, Pingchuan, et al.
Published: (2025)

Contextual Memory Intelligence -- A Foundational Paradigm for Human-AI Collaboration and Reflective Generative AI Systems
by: Wedel, Kristy
Published: (2025)

Relational Norms for Human-AI Cooperation
by: Earp, Brian D., et al.
Published: (2025)

Decentralized Governance of Autonomous AI Agents
by: Chaffer, Tomer Jordi, et al.
Published: (2024)

Building Trustworthy AI: Transparent AI Systems via Large Language Models, Ontologies, and Logical Reasoning (TranspNet)
by: Machot, Fadi Al, et al.
Published: (2024)

SciDataCopilot: An Agentic Data Preparation Framework for AGI-driven Scientific Discovery
by: Rao, Jiyong, et al.
Published: (2026)

Agentic AI for autonomous anomaly management in complex systems
by: Barenji, Reza Vatankhah, et al.
Published: (2025)

VERA-MH: Validation of Ethical and Responsible AI in Mental Health
by: Belli, Luca, et al.
Published: (2026)

Harnessing AI Agents to Advance Research on Refugee Child Mental Health
by: Shrivastava, Aditya, et al.
Published: (2025)

AI/ML in 3GPP 5G Advanced -- Services and Architecture
by: Taksande, Pradnya, et al.
Published: (2025)

A Structured Unplugged Approach for Foundational AI Literacy in Primary Education
by: Carrisi, Maria Cristina, et al.
Published: (2025)

Physics-Informed Autonomous LLM Agents for Explainable Power Electronics Modulation Design
by: Liu, Junhua, et al.
Published: (2024)

Governed By Agents: A Survey On The Role Of Agentic AI In Future Computing Environments
by: Murad, Nauman Ali, et al.
Published: (2025)

DRAGON (Differentiable Graph Execution) : A suite of Hardware Simulation and Optimization tools for Modern AI/Non-AI Workloads
by: Sethi, Khushal
Published: (2022)

OpenMENA: An Open-Source Memristor Interfacing and Compute Board for Neuromorphic Edge-AI Applications
by: Safa, Ali, et al.
Published: (2025)

Towards Efficient Flash Caches with Emerging NVMe Flexible Data Placement SSDs
by: Allison, Michael, et al.
Published: (2025)

A Hybrid Quantum-Classical AI-Based Detection Strategy for Generative Adversarial Network-Based Deepfake Attacks on an Autonomous Vehicle Traffic Sign Classification System
by: Salek, M Sabbir, et al.
Published: (2024)

Symbolic-AI-Fusion Deep Learning (SAIF-DL): Encoding Knowledge into Training with Answer Set Programming Loss Penalties by a Novel Loss Function Approach
by: Machot, Fadi Al, et al.
Published: (2024)

Beyond Terabit/s Integrated Neuromorphic Photonic Processor for DSP-Free Optical Interconnects
by: Wang, Benshan, et al.
Published: (2025)

SafeEmbodAI: a Safety Framework for Mobile Robots in Embodied AI Systems
by: Zhang, Wenxiao, et al.
Published: (2024)

Beyond Behavior: Why AI Evaluation Needs a Cognitive Revolution
by: Konigsberg, Amir
Published: (2026)

Democratizing Electronic-Photonic AI Systems: An Open-Source AI-Infused Cross-Layer Co-Design and Design Automation Toolflow
by: Zhou, Hongjian, et al.
Published: (2025)

Looking Forward: Challenges and Opportunities in Agentic AI Reliability
by: Xing, Liudong, et al.
Published: (2025)

Autonomous Traffic Signal Optimization Using Digital Twin and Agentic AI for Real-Time Decision-Making
by: Jan, Salman, et al.
Published: (2026)

Process Mining on Distributed Data Sources
by: Weisenseel, Maximilian, et al.
Published: (2025)