In this paper, we formulate a problem that is a variant ofthe knapsack problem. Even though the problem is NP-hard in general,we consider a special case of the problem where the problem is in P.For this special case, the proposed algorithm is linear time complexityin the number of bins. The proposed framework is a generalization ofthe framework that has been used recently in the context of finding rateadaptation algorithms for video streaming
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