I have a requirement where my application on a Linux Virtual machine create certificate in crt format but as fronted load balancer I am using Azure's application gateway which uses pfx certificate ? is this possible to let application create its crt certificate but convert them using openssl utility to pfx and use it in front end load balancer ?
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Yes, it is possible. But you need know your certificate private key.
You will need to use openssl.
openssl pkcs12 -export -out domain.name.pfx -inkey domain.name.key -in domain.name.crt
You also could check this answer.

Shui shengbao
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The different between pfx and crt, you could check this [link](https://security.stackexchange.com/questions/29425/difference-between-pfx-and-cert-certificates). – Shui shengbao Jan 16 '18 at 09:51