Surge 2011 - Architectures for real-time data

by Theo Schlossnagle

At Circonus we process a lot of data. We learned early on that some data can be sampled and some data cannot. The way you treat data when you "need it all" to make good sense of things is radically different than the way you must treat sampled datapoints.