Communication-Oriented Model Fine-Tuning for Packet-Loss Resilient Distributed Inference Under Highly Lossy IoT Networks

Author:

Itahara SoheiORCID,Nishio TakayukiORCID,Koda YusukeORCID,Yamamoto KojiORCID

Funder

JST PRESTO

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference32 articles.

1. Binarized neural networks: Training deep neural networks with weights and activations constrained to +1 or ?1;courbariaux;arXiv 1602 02830 [cs],2016

2. BERT: Pre-training of deep bidirectional transformers for language understanding;devlin;arXiv 1810 04805,2018

3. You Only Look Once: Unified, Real-Time Object Detection

4. BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems

5. A Lite Distributed Semantic Communication System for Internet of Things

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. RCIF: Toward Robust Distributed DNN Collaborative Inference Under Highly Lossy IoT Networks;IEEE Internet of Things Journal;2024-08-01

2. UAV-assisted Distributed Learning for Environmental Monitoring in Rural Environments;2024 7th International Balkan Conference on Communications and Networking (BalkanCom);2024-06-03

3. A DNN partitioning framework with controlled lossy mechanisms for edge-cloud collaborative intelligence;Future Generation Computer Systems;2024-05

4. RCIF: Towards Robust Distributed DNN Collaborative Inference Under Highly Lossy Networks;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

5. Demo: Split Computing-Based Privacy-Preserving Image Classification and Object Detection;2024 IEEE 21st Consumer Communications & Networking Conference (CCNC);2024-01-06

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3