Optimization Design of Cloud Computing Network Based on Load Balancing

Cloud computing is a kind of service system mainly controlled by cloud data centers, and the increasing scale of information transmission puts forward higher requirements on its scheduling ability.This paper takes rationalization of resource scheduling as the research objective and launches the research on cloud computing network load imbalance problem.By analyzing the network resource load based on processing time, a cloud computing network load balancing model is constructed.It also proposes a dynamic load balancing strategy for cloud computing network.The strategy utilizes the distributed computing and storage capabilities of the cloud computing platform to reasonably migrate virtual machines online.In this way, it ensures that the load of each server tends to be balanced, so as to realize the dynamic balance and control of cloud computing network load.Under a variety of experimental environments, the model proposed in this paper not only optimizes the average system response time by more than 30%, but also tends to be smoother.It shows that the model can improve the effectiveness of the data analysis problem in the communication process, and then optimize the cloud computing network load balancing.

Publication Details

Journal
International journal for housing science and its applications.
Published
2025-08-15
DOI
https://doi.org/10.70517/ijhsa46371
Primary Topic
Technology and Security Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimization Design of Cloud Computing Network Based on Load Balancing

International journal for housing science and its applications.
Technology and Security Systems
article

Optimization Design of Cloud Computing Network Based on Load Balancing

article en

Abstract

Cloud computing is a kind of service system mainly controlled by cloud data centers, and the increasing scale of information transmission puts forward higher requirements on its scheduling ability.This paper takes rationalization of resource scheduling as the research objective and launches the research on cloud computing network load imbalance problem.By analyzing the network resource load based on processing time, a cloud computing network load balancing model is constructed.It also proposes a dynamic load balancing strategy for cloud computing network.The strategy utilizes the distributed computing and storage capabilities of the cloud computing platform to reasonably migrate virtual machines online.In this way, it ensures that the load of each server tends to be balanced, so as to realize the dynamic balance and control of cloud computing network load.Under a variety of experimental environments, the model proposed in this paper not only optimizes the average system response time by more than 30%, but also tends to be smoother.It shows that the model can improve the effectiveness of the data analysis problem in the communication process, and then optimize the cloud computing network load balancing.

International journal for housing science and its applications.Vol. 46(3)
Openalex Percentile: Top 67%
Technology and Security Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.