I've seen this happen on sites in the past that max out the DTUs on azure SQL or run into memory leaks due to poor exception handling. Has your site gone live recently or is this something that has started to happen to a site that has been live for a long time? Where is it hosted? Are there any external processes touching folders on the server?
This could also be tied to your web farm Always transitioning issue