Over the last 10 years, security has gone from "We need more data!" to "Please don't send us anymore". This talk will go over techniques and strategies to help analysts, hunters and engineers take a more successful approach to analyzing large (TB+) amounts of data. By the end of the talk, participants should have some new ideas and approaches on how to tackle finding needles in a mountain of needles without getting overwhelmed.