Cover Image

Towards Effective Orchestration of AI x DB Workloads

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xing, Naili, Gao, Haotian, Zhao, Zhanhao, Cai, Shaofeng, Luo, Zhaojing, Wu, Yuncheng, Xie, Zhongle, Zhang, Meihui, Ooi, Beng Chin
Format:	Preprint
Published:	2026
Subjects:	Databases Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

NeurDB: On the Design and Implementation of an AI-powered Autonomous Database
by: Zhao, Zhanhao, et al.
Published: (2024)

NeurDB: An AI-powered Autonomous Data System
by: Ooi, Beng Chin, et al.
Published: (2024)

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

From Schema to Signal: Retrieval-Augmented Modeling for Relational Data Analytics
by: Zeng, Lingze, et al.
Published: (2026)

Powering In-Database Dynamic Model Slicing for Structured Data Analytics
by: Zeng, Lingze, et al.
Published: (2024)

NeurIDA: Dynamic Modeling for Effective In-Database Analytics
by: Zeng, Lingze, et al.
Published: (2025)

Anytime Neural Architecture Search on Tabular Data
by: Xing, Naili, et al.
Published: (2024)

HAKES: Scalable Vector Database for Embedding Search Service
by: Hu, Guoyu, et al.
Published: (2025)

Aixel: A Unified, Adaptive and Extensible System for AI-powered Data Analysis
by: Zhang, Meihui, et al.
Published: (2025)

NeurStore: Efficient In-database Deep Learning Model Management System
by: Xiang, Siqi, et al.
Published: (2025)

TabTracer: Monte Carlo Tree Search for Complex Table Reasoning with Large Language Models
by: Luo, Zhizhao, et al.
Published: (2026)

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

Modeling Concurrency Control as a Learnable Function
by: Pan, Hexiang, et al.
Published: (2025)

MorphingDB: A Task-Centric AI-Native DBMS for Model Management and Inference
by: Sai, Wu, et al.
Published: (2025)

DuckDB on xNVMe
by: Ottosen, Marius, 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 Comprehensive Study of Shapley Value in Data Analytics
by: Lin, Hong, et al.
Published: (2024)

[Extended Version] ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads
by: Liu, Junfeng, et al.
Published: (2025)

Towards Cost-effective LLMs Routing with Batch Prompting
by: Xu, Haotian, et al.
Published: (2026)

VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection
by: Xiao, Fei, et al.
Published: (2024)

The AHA-Tree: An Adaptive Index for HTAP Workloads
by: Xing, Lu, et al.
Published: (2024)

NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions
by: Hou, Shizheng, et al.
Published: (2026)

Improving log-based anomaly detection through learned adaptive filter
by: Xiong, Yiyuan, et al.
Published: (2025)

DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models
by: Zhou, Fan, et al.
Published: (2024)

OneDB: A Distributed Multi-Metric Data Similarity Search System
by: Qian, Tang, et al.
Published: (2025)

Are Joins over LSM-Trees Ready? Take RocksDB as an Example
by: Yu, Weiping, et al.
Published: (2025)

CHASe: Client Heterogeneity-Aware Data Selection for Effective Federated Active Learning
by: Zhang, Jun, et al.
Published: (2025)

DeXOR: Enabling XOR in Decimal Space for Streaming Lossless Compression of Floating-point Data
by: Lv, Chuanyi, et al.
Published: (2026)

An Adaptive Hotspot-Aware Index for Oscillating Write-Heavy and Read-Heavy Workloads
by: Xing, Lu, et al.
Published: (2024)

TXSQL: Lock Optimizations Towards High Contented Workloads (Extended Version)
by: Wang, Donghui, et al.
Published: (2025)

Draft-Refine-Optimize: Self-Evolved Learning for Natural Language to MongoDB Query Generation
by: Ye, Mingwei, et al.
Published: (2026)

SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search
by: Peng, Yuchen, et al.
Published: (2026)

KathDB: Explainable Multimodal Database Management System with Human-AI Collaboration
by: Xiao, Guorui, et al.
Published: (2025)

EmpireDB: Data System to Accelerate Computational Sciences
by: Alabi, Daniel, et al.
Published: (2024)

MobilityDuck: Mobility Data Management with DuckDB
by: Hoang, Nhu Ngoc, et al.
Published: (2025)

SIMD-PAC-DB: Pretty Performant PAC Privacy
by: Battiston, Ilaria, et al.
Published: (2026)

DB-GPT: Empowering Database Interactions with Private Large Language Models
by: Xue, Siqiao, et al.
Published: (2023)

Cost-Effective, Low Latency Vector Search with Azure Cosmos DB
by: Upreti, Nitish, et al.
Published: (2025)

CycleTrajectory: An End-to-End Pipeline for Enriching and Analyzing GPS Trajectories to Understand Cycling Behavior and Environment
by: Wang, Meihui, et al.
Published: (2024)

PathDB: A system for evaluating regular path queries
by: García, Roberto, et al.
Published: (2025)