RESFIL:A Rest Microservice based Spam Classification API on the Cloud |
Author(s): |
| Megha patil , Rao Bahadur Y Mahabaleswarappa Engineering College; Divyani E G , Rao Bahadur Y Mahabaleswarappa Engineering College; Kandhibedala Mounika, Rao Bahadur Y Mahabaleswarappa Engineering College; Shiva Prasad K M, Rao Bahadur Y Mahabaleswarappa Engineering College |
Keywords: |
| Await, Asset, Json, On submit, Spam messages |
Abstract |
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RESFIL is a cloud-based microservice-api based on rest. The api must take as an input a message. A multi-tiered program must forward the message to a model of machine learning which will represent the outcome. A mobile application on android/iOS will be developed to show the use case. This model will be prepared on the basis of a comparative study of various classification models including methods of deep learning applied using tensor flow/pytorch. The product will be sent back to customer. RESFIL can be applied on various device types, such as a mobile app/site. RESFIL will be deployed to google cloud platform (GCP) so that any client with the right authentication can access the micro service. |
Other Details |
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Paper ID: IJSRDV8I40062 Published in: Volume : 8, Issue : 4 Publication Date: 01/07/2020 Page(s): 7-11 |
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