Effortless application deployment on cloud computing services
With the dramatic increase of the data in recent years, the cost of data mining as well as data analytics is more and more expensive. Besides, it takes a long time to finish a data mining tasks if there is only computer is used. Thus, the developers have developed a web application to help clients c...
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| Format: | Final Year Project |
| Language: | English |
| Published: |
2017
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| Online Access: | http://hdl.handle.net/10356/70459 |
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| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | With the dramatic increase of the data in recent years, the cost of data mining as well as data analytics is more and more expensive. Besides, it takes a long time to finish a data mining tasks if there is only computer is used. Thus, the developers have developed a web application to help clients configure distributed system and perform task automatically. In this project, we will focus on the auto deployment of a distributed system.
After an exhaustive research, the application has been created and tested in some environment such as Amazon Web Service, Tensorflow and MNIST. The application is written in Java as the main programming language with the support of Spring Framework an AWS SDK.
We show that when using this web application, it reduces remarkably the running time and the complexity of the setup before running. Besides, the clients do not need any resources like high-performance computer to perform this action. |
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