most citedDesign and Prototyping Distributed CNN Inference Acceleration in Edge Computing

2 citations · 3 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2022★ 1 cited

Semantic Communication Enabling Robust Edge Intelligence for Time-Critical IoT Applications

Andrea Cavagna, Nan Li, Alexandros Iosifidis +1

This paper aims to design robust Edge Intelligence using semantic communication for time-critical IoT applications. We systematically analyze the effect of image DCT coefficients o…

cs.CV2022★ 2 cited

Design and Prototyping Distributed CNN Inference Acceleration in Edge Computing

Zhongtian Dong, Nan Li, Alexandros Iosifidis +1

For time-critical IoT applications using deep learning, inference acceleration through distributed computing is a promising approach to meet a stringent deadline. In this paper, we…

cs.LG2022

Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing

Nan Li, Alexandros Iosifidis, Qi Zhang

This paper studies the computational offloading of CNN inference in dynamic multi-access edge computing (MEC) networks. To address the uncertainties in communication time and Edge…