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المؤلفHassan, Mohammad Mehedi
المؤلفAlbakr, Hanouf
المؤلفAl-Dossari, Hmood
المؤلفMohamed, Amr
تاريخ الإتاحة2021-01-27T11:06:53Z
تاريخ النشر2017
اسم المنشورIEEE Access
المصدرScopus
الرقم المعياري الدولي للكتاب21693536
معرّف المصادر الموحدhttp://dx.doi.org/10.1109/ACCESS.2017.2726012
معرّف المصادر الموحدhttp://hdl.handle.net/10576/17471
الملخصIn recent years, cloud-assisted body area network (CABAN) technologies have made their entrance in the Smart healthcare field, such as Smart home environment, and play a significant role for healthcare data storage, processing, and efficient decision making. However, currently, the CABAN paradigm in the healthcare domain is facing increasing difficulty in handling the huge amount of sensor data that the body sensor devices generate from diverse Smart home applications. Therefore, the challenging is now timely storing, processing, and analyzing of the sensor data in real time to maintain the Quality of Service (QoS) requirements of the caregivers or Smart home applications. QoS, here, is the capacity to support diverse Smart home applications in healthcare with different priorities, performance, and resource requirements. Therefore, in this paper, we present a fast and robust cloud resource allocation model for body sensor devices to ensure QoS for Smart home healthcare applications. We develop the proposed resource allocation algorithm using agent-based modeling (ABM) and ontology. There are few works, which consider ABM and ontology for resource allocation in CABAN platform. Moreover, we used an ABM tool called NetLogo to implement the proposed resource allocation model. The results from the implementation were compared with the results of existing algorithms and found to be promising.
راعي المشروعThis work was supported by Kind Saud University and Qatar University through the GCC Co-Funding Program under Grant GCC-2017-009.
اللغةen
الناشرInstitute of Electrical and Electronics Engineers Inc.
الموضوعAgent-based modeling and ontology
Cloud-assisted body area network
QoS
Resource allocation
العنوانResource provisioning for cloud-assisted body area network in a smart home environment
النوعArticle
الصفحات13213-13224
رقم المجلد5
dc.accessType Open Access


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