Dynamic Split Computing for Efficient Deep Edge Intelligence

Dynamic Split Computing for Efficient Deep Edge Intelligence

23 May 2022

Arian Bakhtiarnia

Nemanja Milošević

Dragana Bajović

Alexandros Iosifidis

Papers citing "Dynamic Split Computing for Efficient Deep Edge Intelligence"

11 / 11 papers shown

Title
ED-ViT: Splitting Vision Transformer for Distributed Inference on Edge Devices Xiang Liu Yijun Song Xia Li Yifei Sun Huiying Lan Zemin Liu Linshan Jiang Jialin Li 19 1 0 15 Oct 2024
Communication-Aware Consistent Edge Selection for Mobile Users and Autonomous Vehicles Nazish Tahir Ramviyas Parasuraman Haijian Sun 18 0 0 06 Aug 2024
Decentralized Proactive Model Offloading and Resource Allocation for Split and Federated Learning Binbin Huang Hailiang Zhao Lingbin Wang Wenzhuo Qian Yuyu Yin Shuiguang Deng 37 0 0 09 Feb 2024
Dynamic Semantic Compression for CNN Inference in Multi-access Edge Computing: A Graph Reinforcement Learning-based Autoencoder Nana Li Alexandros Iosifidis Qi Zhang 30 2 0 19 Jan 2024
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge Computing Alireza Furutanpey Philipp Raith Schahram Dustdar 73 7 0 21 Feb 2023
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing Tian Dong Ziyuan Zhang Han Qiu Tianwei Zhang Hewu Li T. Wang AAML 28 6 0 22 Dec 2022
Design and Prototyping Distributed CNN Inference Acceleration in Edge Computing Hongtian Dong Nana Li Alexandros Iosifidis Qi Zhang 11 1 0 24 Nov 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 21 19 0 26 Jul 2022
PonderNet: Learning to Ponder Andrea Banino Jan Balaguer Charles Blundell PINN AIMat 99 80 0 12 Jul 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 147 674 0 24 Jan 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017