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Deadline and Buffer Constrained Knapsack Problem
Journal article   Peer reviewed

Deadline and Buffer Constrained Knapsack Problem

Anis Elgabli and Vaneet Aggarwal
IEEE transactions on circuits and systems for video technology, Vol.29(5), pp.1564-1568
01/05/2019

Abstract

Indexes Knapsack problem Machine learning algorithms Optimization polynomial time algorithm Quality of experience Search problems Streaming media Time complexity video streaming
In this paper, we formulate a problem that is a variant of the 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 complexity in the number of bins. The proposed framework is a generalization of the framework that has been used recently in the context of finding rate adaptation algorithms for video streaming.

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