Main Contributors U Kang, SCS, Carnegie Mellon University Polo Chau, SCS, Carnegie Mellon University Christos Faloutsos, SCS, Carnegie Mellon University Regular Contributors Leman Akoglu, SCS, Carnegie Mellon University Koji Maruhashi, Fujitsu Lab, visiting CMU Mary McGlohon, SCS, Carnegie Mellon University Pedro Stancioli, Universidade Federal de Minas Gerais, visiting CMU Charalampos E. Tsourakakis, SCS, Carnegie Mellon University (alumni) Acknowledgement We thank Ms. Alona Fyshe for lending us her voice to narrate the demo video.  Sponsors Funding is provided by Defense Threat Reduction Agency (DTRA), National Science Foundation (NSF), Lawrence Livermore National Laboratories (LLNL), and Yahoo. This work is also funded in part by Gordon and Betty Moore Foundation. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of funding parties. Press Carnegie Mellon University is the first to university to gain access to Yahoo!'s HADOOP super-computer cluster. Click here for the full press release. About DOWNLOAD USING PEGASUS PUBLICATIONS ABOUT SCHOOL OF COMPUTER SCIENCE