It's sounding to me like the Jobe server originally was simply light on physical memory. A quick web search suggests that if a Linux task tries to use more than 50% physical RAM + swap space it will get a memory error. I'm guessing your IT guys just upped the amount of physical memory.
memory exhausted when compiling regular expressions
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