cryptography 1data center optimization 1energy efficiency 1federated learning 1multi-domain flow optimization 1privacy-preserving computation 1
From the 1 of 3 linked papers with an AI index.
3 papers
eess.SY2026
Quantum-Resilient Distributed Optimization for Multi-Region Unit Commitment
Junhong Liu, Qinfei Long, Alex Pengfei Zhao +4
Multi-region unit commitment with reserve sharing requires coordinated optimization across jurisdictionally distinct system operators, exposing sensitive cost curves, topology, and…
eess.SY2026
Adaptive Federated Learning to Optimize Integrated Flows in Cyber-Physical Data Centers
Junhong Liu, Lanxin Du, Yujia Li +4
The paper proposes an adaptive federated learning framework, combined with cryptographic techniques, to efficiently and privately optimize electricity, heat, and data flows across…
eess.SY2025
Synergising Hierarchical Data Centers and Power Networks: A Privacy-Preserving Approach
Junhong Liu, Fei Teng, Yunhe Hou
In the era of digitization, data centers have emerged as integral contributors sustaining our interlinked world, bearing responsibility for an increasing proportion of the world's…