Trustworthy and Efficient LLMs Meet Databases
Fuente:
arXiv
Saved in:
| Main Authors: | Kim, Kyoungmin, Ailamaki, Anastasia |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Work Sharing and Offloading for Efficient Approximate Threshold-based Vector Join
by: Kim, Kyoungmin, et al.
Published: (2026)
by: Kim, Kyoungmin, et al.
Published: (2026)
Efficient Data Access Paths for Mixed Vector-Relational Search
by: Sanca, Viktor, et al.
Published: (2024)
by: Sanca, Viktor, et al.
Published: (2024)
Optimizing Context-Enhanced Relational Joins
by: Sanca, Viktor, et al.
Published: (2023)
by: Sanca, Viktor, et al.
Published: (2023)
Faster LLM Inference using DBMS-Inspired Preemption and Cache Replacement Policies
by: Kim, Kyoungmin, et al.
Published: (2024)
by: Kim, Kyoungmin, et al.
Published: (2024)
QVCache: A Query-Aware Vector Cache
by: Göçer, Anıl Eren, et al.
Published: (2026)
by: Göçer, Anıl Eren, et al.
Published: (2026)
Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL
by: Li, Yue, et al.
Published: (2026)
by: Li, Yue, et al.
Published: (2026)
JSPIM: A Skew-Aware PIM Accelerator for High-Performance Databases Join and Select Operations
by: Tajdari, Sabiha, et al.
Published: (2025)
by: Tajdari, Sabiha, et al.
Published: (2025)
Efficiently Sampling Interval Patterns from Numerical Databases
by: Bekkoucha, Djawad, et al.
Published: (2025)
by: Bekkoucha, Djawad, et al.
Published: (2025)
Micro-architectural Analysis of OLAP: Limitations and Opportunities
by: Sirin, Utku, et al.
Published: (2019)
by: Sirin, Utku, et al.
Published: (2019)
PixelsDB: Serverless and NL-Aided Data Analytics with Flexible Service Levels and Prices
by: Bian, Haoqiong, et al.
Published: (2024)
by: Bian, Haoqiong, et al.
Published: (2024)
Trustworthy AI in the Agentic Lakehouse: from Concurrency to Governance
by: Tagliabue, Jacopo, et al.
Published: (2025)
by: Tagliabue, Jacopo, et al.
Published: (2025)
Low-Latency Stateful Stream Processing through Timely and Accurate Prefetching
by: Zapridou, Eleni, et al.
Published: (2026)
by: Zapridou, Eleni, et al.
Published: (2026)
Global Benchmark Database
by: Iser, Ashlin, et al.
Published: (2024)
by: Iser, Ashlin, et al.
Published: (2024)
HIRE: A Hybrid Learned Index for Robust and Efficient Performance under Mixed Workloads
by: Zhang, Xinyi, et al.
Published: (2025)
by: Zhang, Xinyi, et al.
Published: (2025)
AI-Driven Research for Databases
by: Cheng, Audrey, et al.
Published: (2026)
by: Cheng, Audrey, et al.
Published: (2026)
When Large Language Models Meet Vector Databases: A Survey
by: Jing, Zhi, et al.
Published: (2024)
by: Jing, Zhi, et al.
Published: (2024)
Can Language Models Enable In-Context Database?
by: Pan, Yu, et al.
Published: (2024)
by: Pan, Yu, et al.
Published: (2024)
Serving Deep Learning Model in Relational Databases
by: Zhou, Lixi, et al.
Published: (2023)
by: Zhou, Lixi, et al.
Published: (2023)
Graph Neural Networks for Databases: A Survey
by: Li, Ziming, et al.
Published: (2025)
by: Li, Ziming, et al.
Published: (2025)
Making Databases Faster with LLM Evolutionary Sampling
by: Erol, Mehmet Hamza, et al.
Published: (2026)
by: Erol, Mehmet Hamza, et al.
Published: (2026)
Inconsistent Databases and Argumentation Frameworks with Collective Attacks
by: Mahmood, Yasir, et al.
Published: (2026)
by: Mahmood, Yasir, et al.
Published: (2026)
Database Normalization via Dual-LLM Self-Refinement
by: Jo, Eunjae, et al.
Published: (2025)
by: Jo, Eunjae, et al.
Published: (2025)
Mining Weighted Sequential Patterns in Incremental Uncertain Databases
by: Roy, Kashob Kumar, et al.
Published: (2024)
by: Roy, Kashob Kumar, et al.
Published: (2024)
Retrieval-Augmented Generation of Ontologies from Relational Databases
by: Nayyeri, Mojtaba, et al.
Published: (2025)
by: Nayyeri, Mojtaba, et al.
Published: (2025)
QueryGym: Step-by-Step Interaction with Relational Databases
by: Ananthakrishnan, Haritha, et al.
Published: (2025)
by: Ananthakrishnan, Haritha, et al.
Published: (2025)
In-Context Adaptation to Concept Drift for Learned Database Operations
by: Zhu, Jiaqi, et al.
Published: (2025)
by: Zhu, Jiaqi, et al.
Published: (2025)
Powering In-Database Dynamic Model Slicing for Structured Data Analytics
by: Zeng, Lingze, et al.
Published: (2024)
by: Zeng, Lingze, et al.
Published: (2024)
Text2SQL is Not Enough: Unifying AI and Databases with TAG
by: Biswal, Asim, et al.
Published: (2024)
by: Biswal, Asim, et al.
Published: (2024)
Research Challenges in Relational Database Management Systems for LLM Queries
by: Akillioglu, Kerem, et al.
Published: (2025)
by: Akillioglu, Kerem, et al.
Published: (2025)
A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge
by: Ma, Le, et al.
Published: (2023)
by: Ma, Le, et al.
Published: (2023)
AskDB: An LLM Agent for Natural Language Interaction with Relational Databases
by: Phan, Xuan-Quang, et al.
Published: (2025)
by: Phan, Xuan-Quang, et al.
Published: (2025)
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation
by: Zheng, Yihang, et al.
Published: (2024)
by: Zheng, Yihang, et al.
Published: (2024)
KnobTree: Intelligent Database Parameter Configuration via Explainable Reinforcement Learning
by: Chen, Jiahan, et al.
Published: (2024)
by: Chen, Jiahan, et al.
Published: (2024)
KathDB: Explainable Multimodal Database Management System with Human-AI Collaboration
by: Xiao, Guorui, et al.
Published: (2025)
by: Xiao, Guorui, et al.
Published: (2025)
SpecDB: LLM-Generated Customized Databases via Feature-Oriented Decomposition
by: Lou, Yunkai, et al.
Published: (2026)
by: Lou, Yunkai, et al.
Published: (2026)
Is Large Language Model Good at Database Knob Tuning? A Comprehensive Experimental Evaluation
by: Li, Yiyan, et al.
Published: (2024)
by: Li, Yiyan, et al.
Published: (2024)
PV-SQL: Synergizing Database Probing and Rule-based Verification for Text-to-SQL Agents
by: Tian, Yuan, et al.
Published: (2026)
by: Tian, Yuan, et al.
Published: (2026)
Thucy: An LLM-based Multi-Agent System for Claim Verification across Relational Databases
by: Theologitis, Michael, et al.
Published: (2025)
by: Theologitis, Michael, et al.
Published: (2025)
RAG-Stack: Co-Optimizing RAG Quality and Performance From the Vector Database Perspective
by: Jiang, Wenqi
Published: (2025)
by: Jiang, Wenqi
Published: (2025)
ZeroCard: Cardinality Estimation with Zero Dependence on Target Databases -- No Data, No Query, No Retraining
by: Xu, Xianghong, et al.
Published: (2025)
by: Xu, Xianghong, et al.
Published: (2025)
Similar Items
-
Work Sharing and Offloading for Efficient Approximate Threshold-based Vector Join
by: Kim, Kyoungmin, et al.
Published: (2026) -
Efficient Data Access Paths for Mixed Vector-Relational Search
by: Sanca, Viktor, et al.
Published: (2024) -
Optimizing Context-Enhanced Relational Joins
by: Sanca, Viktor, et al.
Published: (2023) -
Faster LLM Inference using DBMS-Inspired Preemption and Cache Replacement Policies
by: Kim, Kyoungmin, et al.
Published: (2024) -
QVCache: A Query-Aware Vector Cache
by: Göçer, Anıl Eren, et al.
Published: (2026)