Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Heqing, Feng, Yilin, Wang, Leilei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
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
_version_ 1784759029503885312
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
work_keys_str_mv AT zhangheqing cloudcomputingtotourismeconomicdataschedulingalgorithmunderthebackgroundofimageandvideo
AT fengyilin cloudcomputingtotourismeconomicdataschedulingalgorithmunderthebackgroundofimageandvideo
AT wangleilei cloudcomputingtotourismeconomicdataschedulingalgorithmunderthebackgroundofimageandvideo