Efficient Cloud Resource Scheduling with an Optimized Throttled Load Balancing Approach

被引:0
|
作者
Kumar, V. Dhilip [1 ]
Praveenchandar, J. [2 ]
Arif, Muhammad [3 ]
Brezulianu, Adrian [4 ]
Geman, Oana [5 ]
Ikram, Atif [3 ,6 ]
机构
[1] Vel Tech Rangarajan Dr Sagunthala R&D Inst Sci & T, Dept Comp Sci & Engn, Chennai 600062, Tamil Nadu, India
[2] Karunya Inst Technol & Sci, Dept Comp Sci & Engn, Coimbatore 641114, Tamil Nadu, India
[3] Super Univ, Dept Comp Sci, Lahore, Pakistan
[4] Gheorghe Asachi Tech Univ, Fac Elect Telecommun & Informat Technol, Iasi 700050, Romania
[5] Stefan Cel Mare Univ Suceava, Dept Hlth & Human Dev, Suceava 720229, Romania
[6] Univ Malaysia Terengganu, Fac Ocean Engn Technol & Informat, Kuala Nerus, Malaysia
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2023年 / 77卷 / 02期
关键词
Load balancing; throttled algorithm; efficient resource allocation; MAINTENANCE OUTSOURCING PROCESS; ALLOCATION;
D O I
10.32604/cmc.2023.034764
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cloud Technology is a new platform that offers on-demand computing Peripheral such as storage, processing power, and other computer system resources. It is also referred to as a system that will let the consumers utilize computational resources like databases, servers, storage, and intelligence over the Internet. In a cloud network, load balancing is the process of dividing network traffic among a cluster of available servers to increase efficiency. It is also known as a server pool or server farm. When a single node is overwhelmed, balancing the workload is needed to manage unpredictable workflows. The load balancer sends the load to another free node in this case. We focus on the Balancing of workflows with the proposed approach, and we present a novel method to balance the load that manages the dynamic scheduling process. One of the preexisting load balancing techniques is considered, however it is somewhat modified to fit the scenario at hand. Depending on the experimentation's findings, it is concluded that this suggested approach improves load balancing consistency, response time, and throughput by 6%.
引用
收藏
页码:2179 / 2188
页数:10
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