Unexpected 502 & 504 gateway error on wordpress

Hello, Having a really annoying issue with cloudflare, I am not sure where is the problem.

I am running a wordpress site with nginx, cloudflare domain in a server from AWS.

Now, If I want to delete 200 files from wordpress, I get mix error of :
502 bad gateway and 504 Gateway Timeout

I have checked my server health, no CPU increase or anything, so it tells that server can handle this request easily.

From nginx error.log I get this error :
[error] 27047#27047: *21724 upstream timed out (110: Connection timed out) while reading response header from upstream, client:, server: domain.com, request: GET (wordpress large query)

this ip : belongs to cloudflare right?

What is the issue here? how can I solve it? Any suggestions would be appreciated.

Cloudflare will only wait 100 seconds (my memory may be off a bit), so this doesn’t surprise me.

If you need to do long running operations that exceed Cloudflare’ s timeout, I suggest you add your domain to your computer’s local hosts file and connect directly to your server to administer it.