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I've look into the code of both bcc and data-dog's. Here is the summary:
In order to not change the way we use(no extra field for kprobe function name specification), I choose the second way(bcc), which will cache data for about 1M, and for sure, we have to run an extra loop to cache the symfile, which I think is acceptable.