Ling Liu's SC13 paper "Large Graph Processing Without the Overhead" featured by HPCwire.
Another list highlighting Open Source Software Releases.
Second GraphLab workshop should be even bigger than the first! GraphLab is a new programming framework for graph-style data analytics.
Statistical Techniques for Online Anomaly Detection in Data Centers
12th IFIP/IEEE International Symposium on Integrated Network Management (IM 2011). May 23-27, 2011.
Chengwei Wang, Krishnamurthy Viswanathan*, Lakshminarayan Choudur*,
Vanish Talwar*, Wade Satterfield*, Karsten Schwan
Georgia Institute of Technology
Online anomaly detection is an important step in data center management, requiring light-weight techniques that provide sufficient accuracy for subsequent diagnosis and management actions. This paper presents statistical techniques based on the Tukey and Relative Entropy statistics, and applies them to data collected from a production environment and to data captured from a testbed for multi-tier web applications running on server class machines. The proposed techniques are lightweight and improve over standard Gaussian assumptions in terms of performance.
FULL PAPER: pdf