IIS 8.5 queuing certain request and not serving response

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I am hosting ASP.NET web api application on IIS 8.5. The application is using .NET 4.5 framework. My application has multiple endpoints which serves data. Recently I have noticed, IIS queue up certain request (randomly) and any subsequent request to that endpoint is not served. I looked at worker process and can confirm lot of request are queued up.

  1. What is the reason for this behavior?
  2. Can this be due to some sort of memory leak?
  3. What steps I can take to first identify the issue and then fix it ?
  4. Can I use some tools to identify the issue?

the behavior is random, sometimes one endpoint is queued up sometime another endpoint is queued up.

please advise.

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