Information-Directed Random Walk for Rare Event Detection in Hierarchical Processes

Chao Wang, Kobi Cohen, Qing Zhao

The problem of detecting a few anomalous processes among a large number of data streams is considered. At each time, aggregated observations can be taken from a chosen subset of th…