Cost approximations
Based on two metrics:
The Benefit margin of a cluster C
Sum of benefit margin of each subscription in C
For a subscription S: ?(p(C)) checkpred(nbpred(S)) - nbpred(p(C)) ?(pred(S)) checkpred(0)
Can be approximated using simple statistics
?(p(C)) (nbsub(C) - Stat_nbmatch(C))
Multi-attribute hash table Benefit
| T| - number_of_checked_subscriptions
-
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