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Cloud Computing to Tourism Economic Data Scheduling Algorithm under the Background of Image and Video
With the rapid development of image video and tourism economy, tourism economic data are gradually becoming big data. Therefore, how to schedule between data has become a hot topic. This paper first summarizes the research results on image video, cloud computing, tourism economy, and data scheduling...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9334111/ https://www.ncbi.nlm.nih.gov/pubmed/35909867 http://dx.doi.org/10.1155/2022/3948221 |
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author | Zhang, Heqing Feng, Yilin Wang, Leilei |
author_facet | Zhang, Heqing Feng, Yilin Wang, Leilei |
author_sort | Zhang, Heqing |
collection | PubMed |
description | With the rapid development of image video and tourism economy, tourism economic data are gradually becoming big data. Therefore, how to schedule between data has become a hot topic. This paper first summarizes the research results on image video, cloud computing, tourism economy, and data scheduling algorithms. Secondly, the origin, structure, development, and service types of cloud computing are expounded in detail. And in order to solve the problem of tourism economic data scheduling, this paper regards the completion time and cross-node transmission delay as the constraints of tourism economic data scheduling. The constraint model of data scheduling is established, the fitness function is improved on the basis of an artificial immune algorithm combined with the constraint model, and the directional recombination of excellent antibodies is carried out by using the advantages of gene recombination so as to obtain the optimal solution to the problem more appropriately. When the resource node scale is 100, the response time of EDSA is 107.92 seconds. |
format | Online Article Text |
id | pubmed-9334111 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-93341112022-07-29 Cloud Computing to Tourism Economic Data Scheduling Algorithm under the Background of Image and Video Zhang, Heqing Feng, Yilin Wang, Leilei Comput Intell Neurosci Research Article With the rapid development of image video and tourism economy, tourism economic data are gradually becoming big data. Therefore, how to schedule between data has become a hot topic. This paper first summarizes the research results on image video, cloud computing, tourism economy, and data scheduling algorithms. Secondly, the origin, structure, development, and service types of cloud computing are expounded in detail. And in order to solve the problem of tourism economic data scheduling, this paper regards the completion time and cross-node transmission delay as the constraints of tourism economic data scheduling. The constraint model of data scheduling is established, the fitness function is improved on the basis of an artificial immune algorithm combined with the constraint model, and the directional recombination of excellent antibodies is carried out by using the advantages of gene recombination so as to obtain the optimal solution to the problem more appropriately. When the resource node scale is 100, the response time of EDSA is 107.92 seconds. Hindawi 2022-07-21 /pmc/articles/PMC9334111/ /pubmed/35909867 http://dx.doi.org/10.1155/2022/3948221 Text en Copyright © 2022 Heqing Zhang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhang, Heqing Feng, Yilin Wang, Leilei Cloud Computing to Tourism Economic Data Scheduling Algorithm under the Background of Image and Video |
title | Cloud Computing to Tourism Economic Data Scheduling Algorithm under the Background of Image and Video |
title_full | Cloud Computing to Tourism Economic Data Scheduling Algorithm under the Background of Image and Video |
title_fullStr | Cloud Computing to Tourism Economic Data Scheduling Algorithm under the Background of Image and Video |
title_full_unstemmed | Cloud Computing to Tourism Economic Data Scheduling Algorithm under the Background of Image and Video |
title_short | Cloud Computing to Tourism Economic Data Scheduling Algorithm under the Background of Image and Video |
title_sort | cloud computing to tourism economic data scheduling algorithm under the background of image and video |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9334111/ https://www.ncbi.nlm.nih.gov/pubmed/35909867 http://dx.doi.org/10.1155/2022/3948221 |
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