Weighted random sampling with a reservoir

Authors:
Pavlos S. Efraimidis;Paul G. Spirakis
Affiliations:
Department of Electrical and Computer Engineering, Democritus University of Thrace, 67100 Xanthi, Greece;Computer Technology Institute, Riga Feraiou 61, 26221 Patras, Greece
Venue:
Information Processing Letters
Year:
2006

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In this work, a new algorithm for drawing a weighted random sample of size m from a population of n weighted items, where m=