A journal article titled “A Review on Scalable and Privacy-Preserving Multi-Agent Frameworks for Distributed Energy Resource Control” was accepted. The work examines strategies for controlling numerous DER endpoints without compromising sensitive data. The paper surveys multi-agent frameworks, parallel computing methods, and decentralized coordination to ensure robust grid performance while safeguarding operational information.