SDN-Based Load Balancing Service for Cloud Servers

With the continuous growth, heterogeneity, and ever increasing demand of services, load balancing of cloud servers is an emerging challenge to meet highly demanding requirements (e.g., data rates, latency, quality of service) of 5G network applications. Although various load balancing techniques hav...

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Main Authors: Abdelltif, Ahmed Abdelaziz, Ahmed, Ejaz, Ang, Tan Fong, Gani, Abdullah, Imran, Muhammad
Format: Article
Published: Institute of Electrical and Electronics Engineers (IEEE) 2018
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Online Access:http://eprints.um.edu.my/22750/
https://doi.org/10.1109/MCOM.2018.1701016
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spelling my.um.eprints.227502020-07-17T01:21:04Z http://eprints.um.edu.my/22750/ SDN-Based Load Balancing Service for Cloud Servers Abdelltif, Ahmed Abdelaziz Ahmed, Ejaz Ang, Tan Fong Gani, Abdullah Imran, Muhammad QA75 Electronic computers. Computer science With the continuous growth, heterogeneity, and ever increasing demand of services, load balancing of cloud servers is an emerging challenge to meet highly demanding requirements (e.g., data rates, latency, quality of service) of 5G network applications. Although various load balancing techniques have been proposed, some of these techniques either require installation of dedicated additional load balancers for each service, or manual reconfiguration of the device to handle new services is desired. These techniques are expensive, time-consuming, and impractical. Moreover, most of the existing load balancing schemes do not consider service types. This article presents an SDN-based load balancing (SBLB) service for cloud servers to maximize resource utilization and minimize response time of users. The constituents of the proposed scheme are an application module that runs on top of an SDN controller and server pools that connect to the controller through OpenFlow switches. The application module consists of a service classification module, a dynamic load balancing module, and a monitoring module. The controller handles all messages, manages host pools, and maintains the load of host in real time. Experimental results validate the performance of the proposed scheme. Through experimental results, SBLB demonstrates significant decrease in average response time and reply time. Institute of Electrical and Electronics Engineers (IEEE) 2018 Article PeerReviewed Abdelltif, Ahmed Abdelaziz and Ahmed, Ejaz and Ang, Tan Fong and Gani, Abdullah and Imran, Muhammad (2018) SDN-Based Load Balancing Service for Cloud Servers. IEEE Communications Magazine, 56 (8). pp. 106-111. ISSN 0163-6804 https://doi.org/10.1109/MCOM.2018.1701016 doi:10.1109/MCOM.2018.1701016
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
Abdelltif, Ahmed Abdelaziz
Ahmed, Ejaz
Ang, Tan Fong
Gani, Abdullah
Imran, Muhammad
SDN-Based Load Balancing Service for Cloud Servers
description With the continuous growth, heterogeneity, and ever increasing demand of services, load balancing of cloud servers is an emerging challenge to meet highly demanding requirements (e.g., data rates, latency, quality of service) of 5G network applications. Although various load balancing techniques have been proposed, some of these techniques either require installation of dedicated additional load balancers for each service, or manual reconfiguration of the device to handle new services is desired. These techniques are expensive, time-consuming, and impractical. Moreover, most of the existing load balancing schemes do not consider service types. This article presents an SDN-based load balancing (SBLB) service for cloud servers to maximize resource utilization and minimize response time of users. The constituents of the proposed scheme are an application module that runs on top of an SDN controller and server pools that connect to the controller through OpenFlow switches. The application module consists of a service classification module, a dynamic load balancing module, and a monitoring module. The controller handles all messages, manages host pools, and maintains the load of host in real time. Experimental results validate the performance of the proposed scheme. Through experimental results, SBLB demonstrates significant decrease in average response time and reply time.
format Article
author Abdelltif, Ahmed Abdelaziz
Ahmed, Ejaz
Ang, Tan Fong
Gani, Abdullah
Imran, Muhammad
author_facet Abdelltif, Ahmed Abdelaziz
Ahmed, Ejaz
Ang, Tan Fong
Gani, Abdullah
Imran, Muhammad
author_sort Abdelltif, Ahmed Abdelaziz
title SDN-Based Load Balancing Service for Cloud Servers
title_short SDN-Based Load Balancing Service for Cloud Servers
title_full SDN-Based Load Balancing Service for Cloud Servers
title_fullStr SDN-Based Load Balancing Service for Cloud Servers
title_full_unstemmed SDN-Based Load Balancing Service for Cloud Servers
title_sort sdn-based load balancing service for cloud servers
publisher Institute of Electrical and Electronics Engineers (IEEE)
publishDate 2018
url http://eprints.um.edu.my/22750/
https://doi.org/10.1109/MCOM.2018.1701016
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score 13.160551