Efficient scalable schemes for monitoring a large number of data streams

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Differentially Private Change-Point Detection (2018, background): “Change-point detection is a canonical problem in statistics that has been studied for nearly a century; selected results include [She31, Pag54, Shi63, Rob66, Lor71, Pol85, Pol87, Mou86, Lai95, Lai01, Kul01, Mei06, Mei08, Mei10, Cha17].”
Data-efficient minimax quickest change detection (2012, methodology): “In [47], a CuSum based algorithm is proposed in which, at each sensor a CuSum test is employed,”
Some Current Directions in the Theory and Application of Statistical Process Monitoring (2014, background): “For some approaches to this problem, see Mei (2010), Ross et al. (2011), Zou and Qiu (2009), Zou et al. (2011), Zou et al. (2012), and Wang and Jiang (2009).”