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Design and Evaluation of a Mobile Cloud Computing Terminal System

Design and Evaluation of a Mobile Cloud Computing Terminal System
移动云计算终端系统的设计与评估
批准号:
18J10020
负责人:
Gama Rodrigues Tiago
金额:
$0.96万
依托单位:
依托单位国家:
日本
项目类别:
Grant-in-Aid for JSPS Fellows
财政年份:
2018
资助国家:
日本
项目状态:
已结题
起止时间:
2018-04-25 至 2020-03-31

项目摘要

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中文摘要
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英文摘要
The survey of research using Machine Learning and Mobile Edge Cloud I completed last year was accepted in the beginning of this year. I also created a Machine Learning-based protocol for deciding the best locations to deploy edge servers based on network architecture and user disposition. My solution is capable of improving performance 40% from what conventional research applies. This research resulted in a presentation in an esteemed international conference and a publication in a top ranked journal. I ended the year by working on my my Doctor’s thesis. I talked about how Machine Learning could be used to significantly improve the performance of Mobile Edge Cloud. In thesis I also combined all my previous solutions into one single overarching protocol.
期刊论文(7)
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科研奖励(0)
会议论文
DOI: 10.1109/tetc.2019.2963091
发表时间: 2021-10
期刊: IEEE Transactions on Emerging Topics in Computing
影响因子: 5.9
作者: [Tiago Koketsu Rodrigues;Katsuya Suto;N. Kato]
通讯作者: Tiago Koketsu Rodrigues;Katsuya Suto;N. Kato
Cross-Acceleration Study of Particle Swarm Optimization Applied to Resource Minimization in Mobile Edge Computing
粒子群优化应用于移动边缘计算资源最小化的交叉加速研究
DOI: --
发表时间: 2018
期刊:
影响因子: --
作者: [Keisuke Miyanabe, Tiago Gama Rodrigues, Yunseong Lee, Hiroki Nishiyama, and Nei Kato, Koketsu Rodrigues Tiago, Gama Rodrigues Tiago]
通讯作者: Gama Rodrigues Tiago
DOI: 10.1109/tc.2018.2818144
发表时间: 2018-09-01
期刊: IEEE TRANSACTIONS ON COMPUTERS
影响因子: 3.7
作者: [Rodrigues, Tiago Gama, Suto, Katsuya, Temma, Katsuhiro]
通讯作者: Temma, Katsuhiro
DOI: 10.1109/jiot.2018.2878884
发表时间: 2019-04
期刊: IEEE Internet of Things Journal
影响因子: 10.6
作者: [Keisuke Miyanabe;Tiago Gama Rodrigues;Yunseong Lee;Hiroki Nishiyama;N. Kato]
通讯作者: Keisuke Miyanabe;Tiago Gama Rodrigues;Yunseong Lee;Hiroki Nishiyama;N. Kato
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