The CERT Network Situational Awareness group which is a part of the Software Engineering Institute (SEI), a federally funded research and development center (FFRDC) operated by Carnegie Mellon University, develops engineering solutions for analyzing broad network activity. The link below takes you to a suite of open source tools for monitoring large-scale networks using flow data.
Download the tools from here – http://tools.netsa.cert.org/