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

This work designs a learning-centric algorithmic framework which employs bandit learning to address the intractability and manage draft length selection in the first subproblem and applies online learning to address the online uncertainty and manage battery states and grid-energy use in the second subproblem, both with...

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