4 papers
QoE-Aware Service Provision for Mobile AR Rendering: An Agent-Driven Approach
Conghao Zhou, Lulu Sun, Xiucheng Wang +4
Mobile augmented reality (MAR) is envisioned as a key immersive application in 6G, enabling virtual content rendering aligned with the physical environment through device pose esti…
Compression Metadata-assisted RoI Extraction and Adaptive Inference for Efficient Video Analytics
Chengzhi Wang, Peng Yang
Video analytics demand substantial computing resources, posing significant challenges in computing resource-constrained environment. In this paper, to achieve high accuracy with ac…
Joint Model Assignment and Resource Allocation for Cost-Effective Mobile Generative Services
Shuangwei Gao, Peng Yang, Yuxin Kong +2
Artificial Intelligence Generated Content (AIGC) services can efficiently satisfy user-specified content creation demands, but the high computational requirements pose various chal…
Resource-Efficient Generative AI Model Deployment in Mobile Edge Networks
Yuxin Liang, Peng Yang, Yuanyuan He +1
The surging development of Artificial Intelligence-Generated Content (AIGC) marks a transformative era of the content creation and production. Edge servers promise attractive benef…