Connection TimeOut with HTTPS

I have got lots of connection-time-out errors on my website after I added HTTPs to it, It's always fast before. Now if I click around 10 times, it's like 4 clicks are fast, 4 slow, and two connection time out errors, any possible explanations? Thanks!
 
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