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When you install Web Deployment 3.5, you may miss selecting the Web Deployment Agent Service. So, if you couldn't find it in the Windows Service do the following.
https://mohamedradwan.files.wordpress.com/2015/08/web-deployment-agent-service.png?w=660
You will need to install it by going to Add and Remove programs and selecting Web Deployment. Click on Change and Install Remote Agent Service.
https://mohamedradwan.files.wordpress.com/2015/08/microsoft-web-deploy-change.png?w=660
https://mohamedradwan.files.wordpress.com/2015/08/select-remote-agent-service.png?w=660