Author

Lin Zhang

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#edge computing Nov 2026

Multi-Tenant Edge AI as a Virtual Power Plant via Online Auction-Driven Energy Scheduling

We innovatively propose that the modern edge computing infrastructure equipped with battery energy storage can actively operate as a Virtual Power Plant (VPP) to support grid stability through real-time energy dispatch. However, the edge infrastructure does not directly control the workload of the edge AI services that...

Heng-Di Wang, Lei Jiao, Kong-Lin Zhu et al. · IEEE Transactions on Mobile... · 1 citation

#large language models Book Open access Sep 2026

Online Scheduling of Battery-Aware Speculative Decoding for Energy-Efficient Cloud-Edge Collaborative LLM Inference

While distributed speculative decoding can offer efficient acceleration for Large Language Model (LLM) inference in cloud-edge environments, unleashing its full potential confronts significant challenges, including complex token draft-length management, uncertain prompt arrivals and system conditions, and joint edge ba...

Heng-Di Wang, Lei Jiao, Kong-Lin Zhu et al. · Proceedings of the Internati... · 0 citations

Open access Jul 2026

Decentralized and Adaptive Internet of Vehicles: A Blockchain-Based Approach

A blockchain-based dynamically adaptive restructuring framework that enables real-time IoV cluster restructuring by splitting overloaded IoVs to reduce communication overhead, or merging nearby IoVs to optimize resource utilization, offering a proactive, adaptive security paradigm for intelligent transportation framewo...

Jiawei Shi, Yebo Feng, Konglin Zhu et al. · ACM Transactions on Internet... · 0 citations