haithm1

it will all depends on what they need, will have to wait to see if it is something you can gather easy, and get it submitted, some are done right away while others might take another month or 2 for approval.
 
if you sent it from overseas it might take time, if it was mailed within the USA not as much
 
a time frame maybe a month or less possible

I will give you a better answer since my spouse is a Yemeni citizen.  I filed my case back in December 30th, 2016 it was received by the TSC.  I received a RFE on April 17th, 2017 (so around 4 months later).  I sent my RFE response on April 22nd and was received on April 28th, 2017.  On June 1st, 2017 my case was transferred to the local USCIS office in my state (MI).  Almost 99% of Yemeni applicants will have their case transferred to their state to complete a Stokes Interview where the petitioner is interviewed and asked a series of questions to make sure the case is legit.  I say 99% and this figure was given to me by the local USCIS officer in my state and also by my Senator's clerk who handles immigration cases.
Well, Its September 12th today and I haven't had my interview.  Maybe next week I will be scheduled. 
Once scheduled, some say it lasts 30 minutes and some have had their interview last 1.5 hours.  They get asked all type of questions and they also ask for the original marriage certificate of both versions (Long bluish version which was completed by the Shiekh & the short version which looks like a small folder from the Interior Ministry....If you got married in Yemen, then you will know what I am speaking about).  Have both translated if you get transferred to your local USCIS office.  BTW, the TSC was closed last week or the week before that and that was on their website, so plan for a small delay.
If your case was submitted in May, then I would wait until October or November to start calling them.  See if your Senator or Congresman's can assist in following up with your case.  For old cases, they can help, but for cases with recent submission date, not so much.  Good luck

You should expect case approved in several months (Texas is around 5 months approx.) if everything is correct, or an RFE if something is missing in your application.
Right now all you can do is wait, or start looking into documents needed at NVC stage.

My petition was filed on May 15 2017. Right now the case status is " my Case Was Received ". What would be the next status and how much time it take to move to Interview with my wife at USCIS. If anyone has clarity, please let me know

Your CR-1 petition was filed on May 15th.  With no RFE, it will be at least September/October before you receive the NOA2.  Then the case will move to NVC.  Realistically, don't expect an interview until early 2018 (at the earliest). It could easily be mid 2018 or later before you get an interview. 
 
In our case, the interview took place 13 months after we filed the petition.

You're welcomed.  

Well it could be a few months until you see any status changed with your petition... up 4-7 months depending on the USCIS service center you are at, and if you do not get any RFE's. In total it can take 1-1.5 years for the entire immigration process to complete.
 
Please update your timeline so that we on VJ may be able to help you better in the future.  Good luck on your immigration journey.