Clip the clipper chip

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Stream Clipper: Scalable Submodular Maximization on Stream

Applying submodular maximization in the streaming setting is nontrivial because the commonly used greedy algorithm exceeds the fixed memory and computational limits typically needed during stream processing. We introduce a new algorithm, called stream clipper, that uses two thresholds to select elements either into a solution set S or an extra buffer B. The output is achieved by a greedy algori...

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ژورنال

عنوان ژورنال: International Journal of Network Management

سال: 1994

ISSN: 1055-7148,1099-1190

DOI: 10.1002/nem.4560040102