登录 注册 会员服务 联系我们

Deep Reinforcement Learning Based Resource Management for DNN Inference in Industrial IoT

  • Published:2021-08 Issue:8 Volume:70 Page:7605-7618
  • ISSN:0018-9545
  • Container-title:IEEE Transactions on Vehicular Technology
  • language:
  • Short-container-title:IEEE Trans. Veh. Technol.

Author:

Zhang WeitingORCID,Yang DongORCID,Haixia PengORCID,Wu WenORCID,Quan WeiORCID,Zhang HongkeORCID,Shen XueminORCID

Funder

National Key R&D Program of China

National Natural Science Foundation of China

Natural Sciences and Engineering Research Council of Canada

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Aerospace Engineering,Automotive Engineering

Cited by 91 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. Distributed DNN Inference With Fine-Grained Model Partitioning in Mobile Edge Computing Networks;IEEE Transactions on Mobile Computing;2024-10

2. Dependence-Aware Multitask Scheduling for Edge Video Analytics With Accuracy Guarantee;IEEE Internet of Things Journal;2024-08-15

3. BCEdge: SLO-Aware DNN Inference Services With Adaptive Batch-Concurrent Scheduling on Edge Devices;IEEE Transactions on Network and Service Management;2024-08

4. AI Service Deployment and Resource Allocation Optimization Based on Human-Like Networking Architecture;IEEE Internet of Things Journal;2024-07-15

5. Optimization and Deployment of DNNs for RISC-V-based Edge AI;2024 IEEE International Conference on Real-time Computing and Robotics (RCAR);2024-06-24
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