A Comparative Study of Meta-Heuristic-Based Task Scheduling in Cloud Computing

Kumar, Ravi; Bhagwan, Jai

doi:10.1007/978-981-16-1220-6_12

Cited by 8 publications

(3 citation statements)

References 46 publications

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“…The whole process of cloud computing transmission will be checked and evaluated to deal with potential problems in time. However, this method does not deal with intermediate data or repair intermediate data, but only establishes a monitoring and analysis model to judge the occurrence of potential risks in time, which has some limitations [12].…”

Section: Research Statusmentioning

confidence: 99%

Intermediate data fault-tolerant method of cloud computing accounting service platform supporting cost-benefit analysis

Jin

Zhang

2023

J Cloud Comp

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This study mainly aims at the intermediate data fault-tolerant method of cloud computing accounting service platform supporting cost-benefit analysis, which aims at providing cost-benefit analysis function for the platform and strengthening the fault-tolerant ability of the intermediate data of the platform. The invention discloses a method for constructing an enterprise cloud computing accounting service platform. Collect the internal and external accounting service system data of an enterprise by using an accounting service platform network environment provided by a cloud service provider. Transmit the data to a data processing and storage layer data warehouse for storage after data cleaning, extraction and processing. Then, call the collected data through the data processing and storage layer to analyze the transaction cost-benefit of the enterprise. The intermediate data fault-tolerant model is constructed. After being solved by the ant colony algorithm, the intermediate data generated in the process of cost-benefit analysis and other accounting services are fault-tolerant processed. Finally, the platform accounting service results are output to the interactive interface through the data output display layer. The highest data availability probability of the method proposed in this study is 0. 98, which indicates that the method has high data availability after fault-tolerant processing, and can effectively realize the interaction with users. The experimental analysis shows that the method proposed in this study can effectively analyze the transaction costs and benefits of enterprises. The probability of data availability after fault-tolerant processing is higher, and a load of reading and writing is lower.

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Section: Research Statusmentioning

confidence: 99%

Intermediate data fault-tolerant method of cloud computing accounting service platform supporting cost-benefit analysis

Jin

Zhang

2023

J Cloud Comp

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“…Based on the educational theory and the properties of a classroom equipped with smart devices, combined with the teaching practice of College Chinese [14], the overall framework of a classroom equipped with smart devices is designed, as shown in Figure 1.…”

Section: Overallmentioning

confidence: 99%

A Chinese Intelligent Teaching Platform for Colleges Based on Cloud Computing

Qi¹,

Huang

2022

Mobile Information Systems

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In China, the Chinese subject is called “the mother of the encyclopedia.” Learning Chinese well is the basic condition for learning other subjects well. Therefore, Chinese education has always undertaken the important task of teaching the mother tongue and cultural inheritance and has a great influence on the development process of China’s education. Society is facing new opportunities and challenges since the 21st century, and all the mobile Internet, cloud computing, and Internet of Things achieve great development. Using the increasingly mature technology of data information collection, analysis, and processing can realize a more comprehensive evaluation of students in teaching activities. In the current upsurge of big data, it is more and more widely used in the field of education, such as learning analysis, network education platform, education information management platform, education AP, and smart campus. In this context, Chinese teaching needs more open courses, which requires us to organically integrate the existing information technology and Chinese teaching, and on this basis, integrate modern educational data sets and learning analysis technology into Chinese teaching and learning, to promote the improvement of the quality of language teaching and learning. The development of information technology in the intelligent era provides an opportunity for the establishment and application of an intelligent classroom. This paper constructs an intelligent and efficient new classroom equipped with smart devices teaching mode based on defining the concept and connotation of a classroom equipped with smart devices. The proposed model is combined with the current situation and the development of classrooms equipped with smart devices. It also analyzes the difficulties and pain points of traditional College Chinese teaching. The research results can provide a reference for the implementation of intelligent classroom teaching mode in College Chinese and other general courses in higher vocational colleges.

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Section: Research Statusmentioning

confidence: 99%

Study on fault tolerance method of cloud computing accounting service platform for middle data supporting cost-benefit analysis

Jin

Zhang

2022

Preprint

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Study the fault-tolerant method of intermediate data of cloud computing accounting service platform to support cost-benefit analysis, provide cost-benefit analysis function for the platform, and strengthen the fault-tolerant ability of intermediate data of the platform. Build an enterprise cloud computing accounting service platform, use the network environment of the accounting service platform provided by the cloud service provider, collect the internal and external accounting service system data of the enterprise through the data collection layer, and transmit it to the data warehouse of the data processing storage layer after data cleaning, extraction and processing. The data processing storage layer calls the collected data to analyze the transaction cost-effectiveness of the enterprise. The intermediate data fault-tolerant model is constructed. After being solved by ant colony algorithm, the intermediate data generated in the process of cost-benefit analysis and other accounting services are fault-tolerant processed, and the platform accounting service results are output to the interactive interface through the data output display layer, so as to realize the interaction with users. The experimental analysis shows that:this method can effectively analyze the transaction cost and benefit of enterprises, the data availability probability after fault-tolerant processing is higher, and the read-write load is lower.

show abstract

A Comparative Study of Meta-Heuristic-Based Task Scheduling in Cloud Computing

Cited by 8 publications

References 46 publications

Intermediate data fault-tolerant method of cloud computing accounting service platform supporting cost-benefit analysis

Intermediate data fault-tolerant method of cloud computing accounting service platform supporting cost-benefit analysis

A Chinese Intelligent Teaching Platform for Colleges Based on Cloud Computing

Study on fault tolerance method of cloud computing accounting service platform for middle data supporting cost-benefit analysis

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