Scheduling Data-Intensive Tasks on Heterogeneous Many Cores

Scheduling various data-intensive tasks over the processing units of a server has been a heavily studied but still challenging effort. In order to utilize modern multicore servers well, a good scheduling mechanism has to be conscious of different dimensions of...

Randomized Outlier Detection with Trees

Isolation Forest (IF) is a popular outlier detection algorithm that isolates outlier observations from regular observations by building multiple random isolation trees. The average number of comparisons required to isolate a given observation can then be used as a...