2 papers
cs.CE2026
Carbon-Aware Compute--Power Scheduling for AI Data Centers with Microgrid Prosumer Operations
Johnny R. Zhang, Gaoyuan Du, Qianyi Sun +3
AI data centers are increasingly becoming tightly coupled compute--energy systems, where workload placement, cooling demand, electricity procurement, storage operation, and carbon…
cs.LG2025
A Universal Banach--Bregman Framework for Stochastic Iterations: Unifying Stochastic Mirror Descent, Learning and LLM Training
Johnny R. Zhang, Xiaomei Mi, Gaoyuan Du +4
Stochastic optimization powers the scalability of modern artificial intelligence, spanning machine learning, deep learning, reinforcement learning, and large language model trainin…