Developing load balancing for IoT-cloud computing based on advanced firefly and weighted round robin algorithms
Other Title(s)
تطوير موازنة الإحمال لإنترنت الأشياء الحوسبة السحابية اعتمادا على خوارزميات اليراعة المتقدمة و الدورية المرجحة
Joint Authors
Abd, Marwah Muhammad
Yunus, Manal Fadil
Source
Issue
Vol. 16, Issue 1 (31 Mar. 2019), pp.130-139, 10 p.
Publisher
University of Baghdad College of Science for Women
Publication Date
2019-03-31
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Topics
Abstract EN
The evolution of the Internet of things (IoT) led to connect billions of heterogeneous physical devices together to improve the quality of human life by collecting data from their environment.
however, there is a need to store huge data in big storage and high computational capabilities.
cloud computing can be used to store big data.
the data of iot devices is transferred using two types of protocols: message queuing telemetry transport (MQTT) and hypertext transfer protocol (HTTP).
this paper aims to make a high performance and more reliable system through efficient use of resources.
thus, load balancing in cloud computing is used to dynamically distribute the workload across nodes to avoid overloading any individual resource, by combining two types of algorithms: dynamic algorithm (adaptive firefly) and static algorithm (weighted round robin).
the results show improvement in resource utilization, increased productivity, and reduced response time.
American Psychological Association (APA)
Abd, Marwah Muhammad& Yunus, Manal Fadil. 2019. Developing load balancing for IoT-cloud computing based on advanced firefly and weighted round robin algorithms. Baghdad Science Journal،Vol. 16, no. 1, pp.130-139.
https://search.emarefa.net/detail/BIM-876211
Modern Language Association (MLA)
Abd, Marwah Muhammad& Yunus, Manal Fadil. Developing load balancing for IoT-cloud computing based on advanced firefly and weighted round robin algorithms. Baghdad Science Journal Vol. 16, no. 1 (2019), pp.130-139.
https://search.emarefa.net/detail/BIM-876211
American Medical Association (AMA)
Abd, Marwah Muhammad& Yunus, Manal Fadil. Developing load balancing for IoT-cloud computing based on advanced firefly and weighted round robin algorithms. Baghdad Science Journal. 2019. Vol. 16, no. 1, pp.130-139.
https://search.emarefa.net/detail/BIM-876211
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 138
Record ID
BIM-876211