Dynamic Server Cluster Load Balancing in Virtualization Environment with OpenFlow

Author:

Chen Wenbo1,Shang Zhihao1ORCID,Tian Xinning1ORCID,Li Hui1ORCID

Affiliation:

1. School of Information Science and Engineering, Lanzhou University, Lanzhou 730000, China

Abstract

The load balancing technology is widely used in current enterprise network to provide high quality and reliable service. Conventional load balancing technology is often achieved by specific hardware that is usually very expensive and lacks sufficient flexibility. Meanwhile, it is easy to become a single point of failure and would be restricted in virtualization environments. Thus, we propose a load balancing algorithm based on server running state, which can calculate comprehensive loading according to the CPU utilization, memory utilization, and network traffic of the servers. Furthermore, a load balancing solution based on software defined networks (SDN) technology is applied in this paper, and it is designed and implemented in OpenFlow network. We combine network management and server state monitor in this scheme, in which the OpenFlow switches forward the request to the least comprehensive loading server by modifying the packet.

Publisher

SAGE Publications

Subject

Computer Networks and Communications,General Engineering

Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Hybrid Approach for Virtual Machine Utilization Prediction in Cloud Environment;2024 14th International Conference on Cloud Computing, Data Science & Engineering (Confluence);2024-01-18

2. Artificial neural network based load balancing scheme for top of rack switches in optical data centers;Journal of Optical Communications;2023-08-03

3. Intelligent Load Balancing Algorithms for Internet of Things - A Review;International Journal of Sensors, Wireless Communications and Control;2022-07

4. Network Load Balancing for Edge-Cloud Continuum Ecosystems;Lecture Notes in Electrical Engineering;2022

5. An SDN-Based Solution for Horizontal Auto-Scaling and Load Balancing of Transparent VNF Clusters;Sensors;2021-12-11

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