Performance Analysis of Personal Cloud Storage Services for Mobile Multimedia Health Record Management

Recently, the trend of mobile multimedia services and applications being used for e-health is growing in popularity. This is because people can get access to their electronic personal health records (PHRs), such as medical history, lab reports from an X-ray, MRI, clinical audio-visual notes, EEG/ECG...

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Main Authors: Akter, Mahmuda, Gani, Abdullah, Rahman, Md. Obaidur, Hassan, Mohammad Mehedi, Almogren, Ahmad, Ahmad, Shafiq
Format: Article
Published: Institute of Electrical and Electronics Engineers 2018
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Online Access:http://eprints.um.edu.my/22604/
https://doi.org/10.1109/ACCESS.2018.2869848
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spelling my.um.eprints.226042019-09-27T02:23:17Z http://eprints.um.edu.my/22604/ Performance Analysis of Personal Cloud Storage Services for Mobile Multimedia Health Record Management Akter, Mahmuda Gani, Abdullah Rahman, Md. Obaidur Hassan, Mohammad Mehedi Almogren, Ahmad Ahmad, Shafiq QA75 Electronic computers. Computer science Recently, the trend of mobile multimedia services and applications being used for e-health is growing in popularity. This is because people can get access to their electronic personal health records (PHRs), such as medical history, lab reports from an X-ray, MRI, clinical audio-visual notes, EEG/ECG data, and insurance policy details from anywhere, at any time, from their mobile or handheld devices. In this scenario, a medical care provider or a patient is responsible for uploading and managing the patient's health information via cloud storage services. There are a number of personal cloud storage services that could be used such as Dropbox, Google Drive, OneDrive, and Box. However, the different designs of these personal cloud storage services mean there are differences in their performance in terms of storing and managing PHRs. In this paper, we present the details of our study on the performance of personal cloud storage services, and we highlight the strengths and weaknesses of such services in terms of PHR management. We investigate the performance of personal cloud storage services by conducting a qualitative and quantitative analysis of them. The qualitative analysis highlights strengths and weaknesses in terms of supported capabilities/features and shortcomings in terms of potential features that have not been implemented. The capabilities we analyze are chunking, bundling, deduplication, delta-encoding, and data compression. In the quantitative analysis, we investigate performance in terms of control data overhead, impact of data size on number of packets as well as transmission rate, synchronization initialization time, and protocol overhead. During testing with diverse benchmark size on distinct cloud storage services, we attained an average transmission of 93%, 3%, and 4% for application data, control data, and other data, respectively. This research allows us to identify open issues and to determine future directions for developing an efficient personal cloud storage service. Institute of Electrical and Electronics Engineers 2018 Article PeerReviewed Akter, Mahmuda and Gani, Abdullah and Rahman, Md. Obaidur and Hassan, Mohammad Mehedi and Almogren, Ahmad and Ahmad, Shafiq (2018) Performance Analysis of Personal Cloud Storage Services for Mobile Multimedia Health Record Management. IEEE Access, 6. pp. 52625-52638. ISSN 2169-3536 https://doi.org/10.1109/ACCESS.2018.2869848 doi:10.1109/ACCESS.2018.2869848
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Akter, Mahmuda
Gani, Abdullah
Rahman, Md. Obaidur
Hassan, Mohammad Mehedi
Almogren, Ahmad
Ahmad, Shafiq
Performance Analysis of Personal Cloud Storage Services for Mobile Multimedia Health Record Management
description Recently, the trend of mobile multimedia services and applications being used for e-health is growing in popularity. This is because people can get access to their electronic personal health records (PHRs), such as medical history, lab reports from an X-ray, MRI, clinical audio-visual notes, EEG/ECG data, and insurance policy details from anywhere, at any time, from their mobile or handheld devices. In this scenario, a medical care provider or a patient is responsible for uploading and managing the patient's health information via cloud storage services. There are a number of personal cloud storage services that could be used such as Dropbox, Google Drive, OneDrive, and Box. However, the different designs of these personal cloud storage services mean there are differences in their performance in terms of storing and managing PHRs. In this paper, we present the details of our study on the performance of personal cloud storage services, and we highlight the strengths and weaknesses of such services in terms of PHR management. We investigate the performance of personal cloud storage services by conducting a qualitative and quantitative analysis of them. The qualitative analysis highlights strengths and weaknesses in terms of supported capabilities/features and shortcomings in terms of potential features that have not been implemented. The capabilities we analyze are chunking, bundling, deduplication, delta-encoding, and data compression. In the quantitative analysis, we investigate performance in terms of control data overhead, impact of data size on number of packets as well as transmission rate, synchronization initialization time, and protocol overhead. During testing with diverse benchmark size on distinct cloud storage services, we attained an average transmission of 93%, 3%, and 4% for application data, control data, and other data, respectively. This research allows us to identify open issues and to determine future directions for developing an efficient personal cloud storage service.
format Article
author Akter, Mahmuda
Gani, Abdullah
Rahman, Md. Obaidur
Hassan, Mohammad Mehedi
Almogren, Ahmad
Ahmad, Shafiq
author_facet Akter, Mahmuda
Gani, Abdullah
Rahman, Md. Obaidur
Hassan, Mohammad Mehedi
Almogren, Ahmad
Ahmad, Shafiq
author_sort Akter, Mahmuda
title Performance Analysis of Personal Cloud Storage Services for Mobile Multimedia Health Record Management
title_short Performance Analysis of Personal Cloud Storage Services for Mobile Multimedia Health Record Management
title_full Performance Analysis of Personal Cloud Storage Services for Mobile Multimedia Health Record Management
title_fullStr Performance Analysis of Personal Cloud Storage Services for Mobile Multimedia Health Record Management
title_full_unstemmed Performance Analysis of Personal Cloud Storage Services for Mobile Multimedia Health Record Management
title_sort performance analysis of personal cloud storage services for mobile multimedia health record management
publisher Institute of Electrical and Electronics Engineers
publishDate 2018
url http://eprints.um.edu.my/22604/
https://doi.org/10.1109/ACCESS.2018.2869848
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