Accès libre

Strategies for optimal allocation of cloud computing resources for innovation and entrepreneurship education in industry-teaching integration environment

Xiaoxia Jin

Xiaoxia Jin

Employment Guidance Center of Xinxiang Vocational and Technical CollegeXinxiang, China
Recherchez cet auteur sur
Sciendo|Google Scholar
Jin, Xiaoxia
  
26 sept. 2025
Strategies for optimal allocation of cloud computing resources for innovation and entrepreneurship education in industry-teaching integration environment's Cover Image
À propos de cet article
Article précédent
Article suivant
Citez
Télécharger la couverture
Publié en ligne: 26 sept. 2025
Reçu: 05 janv. 2025
Accepté: 19 avr. 2025
DOI: https://doi.org/10.2478/amns-2025-1078
Mots clés
© 2025 Xiaoxia Jin, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1.

The structure diagram of the platform framework
The structure diagram of the platform framework

Figure 2.

Comparison of execution times when the number of tasks is different
Comparison of execution times when the number of tasks is different

Figure 3.

Comparison of execution costs when the number of tasks is different
Comparison of execution costs when the number of tasks is different

Figure 4.

Comparison of load values when the number of tasks is different
Comparison of load values when the number of tasks is different

Figure 5.

Resource load situation
Resource load situation

Figure 6.

Standard deviation of distribution results
Standard deviation of distribution results

Figure 7.

Comparison of task execution time span
Comparison of task execution time span

Time-consuming of resource allocation scheduling

Algorithm Time-consuming of resource allocation scheduling(ms)
GAAA 83.6
ACO 92.8
HGAACO 73.6

Hardware environment

Hardware environment
Software environment CPU Memory
Windows 7, jdk1.8.0,CloudSim3.0.2 Intel(R) Core(TM) i5-4590@3.30GHz 4G
Langue:
Anglais
Périodicité:
1 fois par an
Sujets de la revue:
Sciences de la vie, Sciences de la vie, autres, Mathématiques, Mathématiques appliquées, Mathématiques générales, Physique, Physique, autres
RSS Feed de la revue