Joint Multi-User DNN Partitioning and Computational Resource Allocation
for Collaborative Edge Intelligence

Joint Multi-User DNN Partitioning and Computational Resource Allocation for Collaborative Edge Intelligence

15 July 2020

Xu Chen

Shuai Yu

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Papers citing "Joint Multi-User DNN Partitioning and Computational Resource Allocation for Collaborative Edge Intelligence"

15 / 15 papers shown

Title
Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Time Zhaojun Nan Yunchu Han Sheng Zhou Zhisheng Niu 146 1 0 27 Mar 2025
Dynamic Pricing for On-Demand DNN Inference in the Edge-AI Market Songyuan Li Jia Hu Geyong Min Haojun Huang Jiwei Huang 106 0 0 06 Mar 2025
A QoE-Aware Split Inference Accelerating Algorithm for NOMA-based Edge Intelligence Xin Yuan Ning Li Quan Chen Wenchao Xu Zhaoxin Zhang Song Guo 67 0 0 25 Sep 2024
Adaptive Device-Edge Collaboration on DNN Inference in AIoT: A Digital Twin-Assisted Approach Shisheng Hu Mushu Li Jie Gao Conghao Zhou X. Shen 81 20 0 27 May 2024
Mobility and Cost Aware Inference Accelerating Algorithm for Edge Intelligence Xin Yuan Ning Li Kang Wei Wenchao Xu Quan Chen Hao Chen Song Guo 79 1 0 27 Dec 2023
High Efficiency Inference Accelerating Algorithm for NOMA-based Mobile Edge Computing Xin Yuan Ning Li Tuo Zhang Muqing Li Yuwen Chen José-Fernán Martínez Ortega Song Guo 83 0 0 26 Dec 2023
Towards A Flexible Accuracy-Oriented Deep Learning Module Inference Latency Prediction Framework for Adaptive Optimization Algorithms Jingran Shen Nikos Tziritas Georgios Theodoropoulos 68 0 0 11 Dec 2023
Green Edge AI: A Contemporary Survey Yuyi Mao X. Yu Kaibin Huang Ying-Jun Angela Zhang Jun Zhang 166 32 0 01 Dec 2023
End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference Xinrui Ye Yanzan Sun Dingzhu Wen Guangjin Pan Shunqing Zhang 122 3 0 19 Oct 2023
A Survey on Deep Neural Network Partition over Cloud, Edge and End Devices Di Xu Xiang He Tonghua Su Zhongjie Wang 110 8 0 20 Apr 2023
A Survey on Collaborative DNN Inference for Edge Intelligence Weiqing Ren Yuben Qu Chao Dong Yuqian Jing Hao Sun Qihui Wu Song Guo 96 62 0 16 Jul 2022
Multi-user Co-inference with Batch Processing Capable Edge Server Wenqi Shi Sheng Zhou Z. Niu Miao Jiang Lu Geng 137 27 0 03 Jun 2022
SmartSplit: Latency-Energy-Memory Optimisation for CNN Splitting on Smartphone Environment I. Prakash Aniruddh Bansal Rohit Verma R. Shorey 94 9 0 01 Nov 2021
Impact of Driving Behavior on Commuter's Comfort during Cab Rides: Towards a New Perspective of Driver Rating Rohit Verma Sugandh Pargal Debasree Das Tanusree Parbat Sai Shankar Kambalapalli Bivas Mitra Sandip Chakraborty 69 2 0 24 Aug 2021
Latency-Memory Optimized Splitting of Convolution Neural Networks for Resource Constrained Edge Devices Tanmay Jain Avaneesh Rohit Verma R. Shorey 86 1 0 19 Jul 2021

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