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Status已发表Published
TitleMobile edge computing based QoS optimization in medical healthcare applications
Creator
Date Issued2019-04-01
Source PublicationInternational Journal of Information Management
ISSN0268-4012
Volume45Pages:308-318
Abstract

Emerging trends in mobile edge computing for developing the efficient healthcare application such as, remote monitoring of the patients with central electronics clouds (e-Clouds) and their increasing voluminous multimedia have caught the attention of everyone in industry and academia. So, clear visualization, big sensing level, and better quality of service (QoS) is the foremost priority. This paper proposes the window-based Rate Control Algorithm (w-RCA) to optimize the medical quality of service (m-QoS) in the mobile edge computing based healthcare by considering the network parameters for instance, peak-to-mean ratio (PMR), standard deviation (Std.dev), delay and jitter during 8 min medical video stream named “Navigation to the Uterine Horn, transection of the horn and re-anastomosis’ transmission over 5 G networks. The performance of the proposed w-RCA is evaluated and compared with the conventional battery smoothing algorithm (BSA) and Baseline by using MPEG-4 encoder for optimizing m-QoS at the source or the server side. The experimental results demonstrate that the w-RCA outperforms the BSA and Baseline by optimizing QoS in remote healthcare application i.e., Tele-surgery. Besides, it is observed and analyzed that w-RCA produces better and effective results at small buffer and window sizes unlike BSA and Baseline by adopting large buffer size during QoS optimization.

KeywordBSA Medical healthcare Mobile edge computing QoS Window-based rate control algorithm
DOI10.1016/j.ijinfomgt.2018.08.004
URLView source
Indexed BySSCI
Language英语English
WOS Research AreaInformation Science & Library Science
WOS SubjectInformation Science & Library Science
WOS IDWOS:000461038400024
Scopus ID2-s2.0-85053941021
Citation statistics
Cited Times:108[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/6894
CollectionResearch outside affiliated institution
Corresponding AuthorLuo, Zongwei
Affiliation
1.Sukkur IBA University,Sukkur,65200,Pakistan
2.DISP LAB,Lyon,University Lumiere Lyon 2,France
3.Shenzhen Key Laboratory of Computational Intelligence,Department of Computer Science and Engineering,Southern University of Science and Technology,Shenzhen,518055,China
4.School of Computing Science and Engineering,Vellore Institute of Technology,Vellore,632014,India
5.Intelligent Media Laboratory,Digital Contents Research Institute,Sejong University,Seoul,South Korea
Recommended Citation
GB/T 7714
Sodhro, Ali Hassan,Luo, Zongwei,Sangaiah, Arun Kumaret al. Mobile edge computing based QoS optimization in medical healthcare applications[J]. International Journal of Information Management, 2019, 45: 308-318.
APA Sodhro, Ali Hassan, Luo, Zongwei, Sangaiah, Arun Kumar, & Baik, Sung Wook. (2019). Mobile edge computing based QoS optimization in medical healthcare applications. International Journal of Information Management, 45, 308-318.
MLA Sodhro, Ali Hassan,et al."Mobile edge computing based QoS optimization in medical healthcare applications". International Journal of Information Management 45(2019): 308-318.
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