[GIE/Compiler] Clear message of exceptions (timeout/oom) for clients

Currently, we may encounter exceptions such as timeout/oom. However, the message of these exceptions is not very user-friendly in terms of:
- it cannot tell what the problem is;
- it may cause misunderstanding of critical system issues.

We shall fix this problem to tell the client the actual problem.