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I don't think you would need to use a max heap in this case. Just keep track of the current max value and every time you increment a value in the hash table perform a check to see if it is greater than the stored max. That way you could avoid the cost of constantly having to reorder the max heap to keep the right value on top.
- juskuehn August 23, 2013