An Architecture of IoT Service Delegation and Resource Allocation Based on Collaboration between Fog and Cloud Computing
Joint Authors
Huh, Eui-Nam
Aazam, Mohammad
Alsaffar, Aymen Abdullah
Pham, Hung Phuoc
Hong, C. S.
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-10-11
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Telecommunications Engineering
Abstract EN
Despite the wide utilization of cloud computing (e.g., services, applications, and resources), some of the services, applications, and smart devices are not able to fully benefit from this attractive cloud computing paradigm due to the following issues: (1) smart devices might be lacking in their capacity (e.g., processing, memory, storage, battery, and resource allocation), (2) they might be lacking in their network resources, and (3) the high network latency to centralized server in cloud might not be efficient for delay-sensitive application, services, and resource allocations requests.
Fog computing is promising paradigm that can extend cloud resources to edge of network, solving the abovementioned issue.
As a result, in this work, we propose an architecture of IoT service delegation and resource allocation based on collaboration between fog and cloud computing.
We provide new algorithm that is decision rules of linearized decision tree based on three conditions (services size, completion time, and VMs capacity) for managing and delegating user request in order to balance workload.
Moreover, we propose algorithm to allocate resources to meet service level agreement (SLA) and quality of services (QoS) as well as optimizing big data distribution in fog and cloud computing.
Our simulation result shows that our proposed approach can efficiently balance workload, improve resource allocation efficiently, optimize big data distribution, and show better performance than other existing methods.
American Psychological Association (APA)
Alsaffar, Aymen Abdullah& Pham, Hung Phuoc& Hong, C. S.& Huh, Eui-Nam& Aazam, Mohammad. 2016. An Architecture of IoT Service Delegation and Resource Allocation Based on Collaboration between Fog and Cloud Computing. Mobile Information Systems،Vol. 2016, no. 2016, pp.1-15.
https://search.emarefa.net/detail/BIM-1111556
Modern Language Association (MLA)
Alsaffar, Aymen Abdullah…[et al.]. An Architecture of IoT Service Delegation and Resource Allocation Based on Collaboration between Fog and Cloud Computing. Mobile Information Systems No. 2016 (2016), pp.1-15.
https://search.emarefa.net/detail/BIM-1111556
American Medical Association (AMA)
Alsaffar, Aymen Abdullah& Pham, Hung Phuoc& Hong, C. S.& Huh, Eui-Nam& Aazam, Mohammad. An Architecture of IoT Service Delegation and Resource Allocation Based on Collaboration between Fog and Cloud Computing. Mobile Information Systems. 2016. Vol. 2016, no. 2016, pp.1-15.
https://search.emarefa.net/detail/BIM-1111556
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1111556