Towards Effective Orchestration of AI x DB Workloads

arXiv:2603.03772 · cs.DB, cs.AI · Submitted 2026-03-04 · Read on arXiv

cs.DB, cs.AI

Submitted: 2026-03-04

Updated: 2026-09-22

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

KV cache — 10× in this paper · explained in 3 episodes
Embeddings — 7× in this paper · explained in 2 episodes
Abstraction — 6× in this paper · explained in 1 episode
AI Agents — 4× in this paper · explained in 2 episodes
Core — 4× in this paper · explained in 2 episodes
Consistency — 3× in this paper · explained in 3 episodes
Accuracy — 2× in this paper · explained in 1 episode
Adam — 2× in this paper · explained in 2 episodes
Aggregation — 2× in this paper · explained in 1 episode
Benchmark — 2× in this paper · explained in 2 episodes
Foundation Model — 2× in this paper · explained in 3 episodes
Foundation Models — 2× in this paper · explained in 7 episodes
Generative Model — 2× in this paper · explained in 2 episodes
Generative Models — 2× in this paper · explained in 2 episodes
RAG — 2× in this paper · explained in 3 episodes
Adaptivity — 1× in this paper · explained in 1 episode
Agentic Workflows — 1× in this paper · explained in 1 episode
Federated Learning — 1× in this paper · explained in 14 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Multi-agent Collaborative Framework — 1× in this paper · explained in 2 episodes
Pruning — 1× in this paper · explained in 4 episodes
Robustness — 1× in this paper · explained in 5 episodes
State Management — 1× in this paper · explained in 3 episodes