Author

Yue Zeng

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#edge computing Nov 2026

ShBkDRL: Reliable Microservice Provision With Shared Backup in Dynamic Edge Computing

As a key 5G enabler, edge computing locates resources near users to enable low-latency services, and microservices architecture (MSA) decomposes monolithic services into microservices, easing deployment and scaling of mission-critical applications with high reliability requirements. Existing studies on microservice bac...

Yue Zeng, Jun-Long Zhou, Lin-Hui Wang et al. · IEEE transactions on compute... · 0 citations

Preprint Aug 2026

DREAM Technical Report

This work presents DREAM (Developing Recommender Engine with Agentic Methods), an autonomous optimization control architecture that adds a perception-aware, orchestrable, and auditable policy layer atop existing pipelines without replacing them, supporting agentic meta-control as a viable paradigm for industrial recomm...

Bin Zhang, Bo-Wen Zheng, Chao Yi et al. · 0 citations

#diffusion models Preprint Jul 2026

Scaling Synthetic-Image Pre-Training for Federated Fine-Tuning of Large Vision Models

FeDiSyn is proposed, a unified framework that holistically considers the interplay between pre-training and FedFT to minimize the overall LVM training time and introduces a scaling law for FedFT pre-training to determine the optimal number of synthetic images, balancing pre-training benefit against generation/pre-train...

Qianpiao Ma, Xiaozhu Song, Junlong Zhou et al. · 0 citations